feat: async product/receipt recognition via Kafka

Backend: - Migration 002: product_recognition_jobs table with JSONB images column and job_type CHECK ('receipt' | 'products') - New Kafka topics: ai.products.paid / ai.products.free - ProductJob model, ProductJobRepository (mirrors dish job pattern) - itemEnricher extracted from Handler — shared by HTTP handler and worker - ProductSSEBroker: PG LISTEN on product_job_update channel - ProductWorkerPool: 5 workers, branches on job_type to call RecognizeReceipt or RecognizeProducts per image in parallel - Handler: RecognizeReceipt and RecognizeProducts now return 202 Accepted instead of blocking; 4 new endpoints: GET /ai/product-jobs, /product-jobs/history, /product-jobs/{id}, /product-jobs/{id}/stream - cmd/worker: extended to run ProductWorkerPool alongside dish WorkerPool - cmd/server: wires productJobRepository + productSSEBroker; both SSE brokers started in App.Start() Flutter client: - ProductJobCreated, ProductJobResult, ProductJobSummary, ProductJobEvent models + submitReceiptRecognition/submitProductsRecognition/stream methods - Shared _openSseStream helper eliminates duplicate SSE parsing loop - ScanScreen: replace blocking AI calls with async submit + navigate to ProductJobWatchScreen - ProductJobWatchScreen: watches SSE stream, navigates to /scan/confirm when done, shows error on failure - ProductsScreen: prepends _RecentScansSection (hidden when empty); compact horizontal list of recent scans with "See all" → history - ProductJobHistoryScreen: full list of all product recognition jobs - New routes: /scan/product-job-watch, /products/job-history - L10n: 7 new keys in all 12 ARB files Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 23:01:30 +02:00
parent bffeb05a43
commit c7317c4335
43 changed files with 2073 additions and 239 deletions
--- a/backend/cmd/server/app.go
+++ b/backend/cmd/server/app.go
@@ -9,8 +9,9 @@ import (

 // App bundles the HTTP handler with background services that need lifecycle management.
 type App struct {
-	handler   http.Handler
-	sseBroker *recognition.SSEBroker
+	handler          http.Handler
+	sseBroker        *recognition.SSEBroker
+	productSSEBroker *recognition.ProductSSEBroker
 }

 // ServeHTTP implements http.Handler.
@@ -18,8 +19,9 @@ func (application *App) ServeHTTP(responseWriter http.ResponseWriter, request *h
 	application.handler.ServeHTTP(responseWriter, request)
 }

-// Start launches the SSE broker's LISTEN loop.
+// Start launches the SSE brokers' LISTEN loops.
 // Call this once before the HTTP server begins accepting connections.
 func (application *App) Start(applicationContext context.Context) {
 	application.sseBroker.Start(applicationContext)
+	application.productSSEBroker.Start(applicationContext)
 }
--- a/backend/cmd/server/init.go
+++ b/backend/cmd/server/init.go
@@ -56,7 +56,9 @@ func initApp(appConfig *config.Config, pool *pgxpool.Pool) (*App, error) {
 	// Recognition pipeline
 	jobRepository := recognition.NewJobRepository(pool)
 	sseBroker := recognition.NewSSEBroker(pool, jobRepository)
-	recognitionHandler := recognition.NewHandler(openaiClient, productRepository, jobRepository, kafkaProducer, sseBroker)
+	productJobRepository := recognition.NewProductJobRepository(pool)
+	productSSEBroker := recognition.NewProductSSEBroker(pool, productJobRepository)
+	recognitionHandler := recognition.NewHandler(openaiClient, productRepository, jobRepository, productJobRepository, kafkaProducer, sseBroker, productSSEBroker)

 	menuRepository := menu.NewRepository(pool)
 	menuHandler := menu.NewHandler(menuRepository, openaiClient, openaiClient, dishRepository, pexelsClient, userRepository, userProductRepository, dishRepository)
@@ -93,7 +95,8 @@ func initApp(appConfig *config.Config, pool *pgxpool.Pool) (*App, error) {
 		mainTagListHandler,
 	)
 	return &App{
-		handler:   httpHandler,
-		sseBroker: sseBroker,
+		handler:          httpHandler,
+		sseBroker:        sseBroker,
+		productSSEBroker: productSSEBroker,
 	}, nil
 }
--- a/backend/cmd/worker/init.go
+++ b/backend/cmd/worker/init.go
@@ -6,6 +6,7 @@ import (
 	"github.com/food-ai/backend/internal/adapters/kafka"
 	"github.com/food-ai/backend/internal/adapters/openai"
 	"github.com/food-ai/backend/internal/domain/dish"
+	"github.com/food-ai/backend/internal/domain/product"
 	"github.com/food-ai/backend/internal/domain/recognition"
 	"github.com/jackc/pgx/v5/pgxpool"
 	"github.com/kelseyhightower/envconfig"
@@ -28,31 +29,57 @@ func loadConfig() (*workerConfig, error) {

 // WorkerApp bundles background services that need lifecycle management.
 type WorkerApp struct {
-	workerPool *recognition.WorkerPool
+	workerPool        *recognition.WorkerPool
+	productWorkerPool *recognition.ProductWorkerPool
 }

-// Start launches the worker pool goroutines.
+// Start launches the dish and product worker pool goroutines.
 func (workerApp *WorkerApp) Start(applicationContext context.Context) {
 	workerApp.workerPool.Start(applicationContext)
+	workerApp.productWorkerPool.Start(applicationContext)
 }

 func initWorker(workerCfg *workerConfig, pool *pgxpool.Pool) (*WorkerApp, error) {
 	openaiClient := openai.NewClient(workerCfg.OpenAIAPIKey)
+
+	// Dish recognition worker.
 	dishRepository := dish.NewRepository(pool)
 	jobRepository := recognition.NewJobRepository(pool)

-	topic := recognition.TopicFree
-	groupID := "dish-recognition-free"
+	dishTopic := recognition.TopicFree
+	dishGroupID := "dish-recognition-free"
 	if workerCfg.WorkerPlan == "paid" {
-		topic = recognition.TopicPaid
-		groupID = "dish-recognition-paid"
+		dishTopic = recognition.TopicPaid
+		dishGroupID = "dish-recognition-paid"
 	}

-	consumer, consumerError := kafka.NewConsumer(workerCfg.KafkaBrokers, groupID, topic)
-	if consumerError != nil {
-		return nil, consumerError
+	dishConsumer, dishConsumerError := kafka.NewConsumer(workerCfg.KafkaBrokers, dishGroupID, dishTopic)
+	if dishConsumerError != nil {
+		return nil, dishConsumerError
 	}

-	workerPool := recognition.NewWorkerPool(jobRepository, openaiClient, dishRepository, consumer)
-	return &WorkerApp{workerPool: workerPool}, nil
+	workerPool := recognition.NewWorkerPool(jobRepository, openaiClient, dishRepository, dishConsumer)
+
+	// Product recognition worker.
+	productRepository := product.NewRepository(pool)
+	productJobRepository := recognition.NewProductJobRepository(pool)
+
+	productTopic := recognition.ProductTopicFree
+	productGroupID := "product-recognition-free"
+	if workerCfg.WorkerPlan == "paid" {
+		productTopic = recognition.ProductTopicPaid
+		productGroupID = "product-recognition-paid"
+	}
+
+	productConsumer, productConsumerError := kafka.NewConsumer(workerCfg.KafkaBrokers, productGroupID, productTopic)
+	if productConsumerError != nil {
+		return nil, productConsumerError
+	}
+
+	productWorkerPool := recognition.NewProductWorkerPool(productJobRepository, openaiClient, productRepository, productConsumer)
+
+	return &WorkerApp{
+		workerPool:        workerPool,
+		productWorkerPool: productWorkerPool,
+	}, nil
 }
--- a/backend/internal/domain/recognition/handler.go
+++ b/backend/internal/domain/recognition/handler.go
@@ -6,7 +6,6 @@ import (
 	"log/slog"
 	"net/http"
 	"strings"
-	"sync"

 	"github.com/go-chi/chi/v5"

@@ -49,27 +48,33 @@ type KafkaPublisher interface {

 // Handler handles POST /ai/* recognition endpoints.
 type Handler struct {
-	recognizer  Recognizer
-	productRepo ProductRepository
-	jobRepo     JobRepository
-	kafkaProducer KafkaPublisher
-	sseBroker   *SSEBroker
+	enricher         *itemEnricher
+	recognizer       Recognizer
+	jobRepo          JobRepository
+	productJobRepo   ProductJobRepository
+	kafkaProducer    KafkaPublisher
+	sseBroker        *SSEBroker
+	productSSEBroker *ProductSSEBroker
 }

-// NewHandler creates a new Handler with async dish recognition support.
+// NewHandler creates a new Handler with async dish and product recognition support.
 func NewHandler(
 	recognizer Recognizer,
 	productRepo ProductRepository,
 	jobRepo JobRepository,
+	productJobRepo ProductJobRepository,
 	kafkaProducer KafkaPublisher,
 	sseBroker *SSEBroker,
+	productSSEBroker *ProductSSEBroker,
 ) *Handler {
 	return &Handler{
-		recognizer:  recognizer,
-		productRepo: productRepo,
-		jobRepo:     jobRepo,
-		kafkaProducer: kafkaProducer,
-		sseBroker:   sseBroker,
+		enricher:         newItemEnricher(recognizer, productRepo),
+		recognizer:       recognizer,
+		jobRepo:          jobRepo,
+		productJobRepo:   productJobRepo,
+		kafkaProducer:    kafkaProducer,
+		sseBroker:        sseBroker,
+		productSSEBroker: productSSEBroker,
 	}
 }

@@ -117,34 +122,23 @@ type ReceiptResponse struct {
 // Handlers
 // ---------------------------------------------------------------------------

-// RecognizeReceipt handles POST /ai/recognize-receipt.
+// RecognizeReceipt handles POST /ai/recognize-receipt (async).
+// Enqueues the receipt image for AI processing and returns 202 Accepted with a job_id.
 // Body: {"image_base64": "...", "mime_type": "image/jpeg"}
 func (handler *Handler) RecognizeReceipt(responseWriter http.ResponseWriter, request *http.Request) {
-	userID := middleware.UserIDFromCtx(request.Context())
-	_ = userID // logged for tracing
-
 	var req imageRequest
 	if decodeError := json.NewDecoder(request.Body).Decode(&req); decodeError != nil || req.ImageBase64 == "" {
 		writeErrorJSON(responseWriter, request, http.StatusBadRequest, "image_base64 is required")
 		return
 	}

-	lang := locale.FromContext(request.Context())
-	result, recognizeError := handler.recognizer.RecognizeReceipt(request.Context(), req.ImageBase64, req.MimeType, lang)
-	if recognizeError != nil {
-		slog.ErrorContext(request.Context(), "recognize receipt", "err", recognizeError)
-		writeErrorJSON(responseWriter, request, http.StatusServiceUnavailable, "recognition failed, please try again")
-		return
-	}
-
-	enriched := handler.enrichItems(request.Context(), result.Items)
-	writeJSON(responseWriter, http.StatusOK, ReceiptResponse{
-		Items:        enriched,
-		Unrecognized: result.Unrecognized,
+	handler.submitProductJob(responseWriter, request, "receipt", []ProductImagePayload{
+		{ImageBase64: req.ImageBase64, MimeType: req.MimeType},
 	})
 }

-// RecognizeProducts handles POST /ai/recognize-products.
+// RecognizeProducts handles POST /ai/recognize-products (async).
+// Enqueues up to 3 product images for AI processing and returns 202 Accepted with a job_id.
 // Body: {"images": [{"image_base64": "...", "mime_type": "image/jpeg"}, ...]}
 func (handler *Handler) RecognizeProducts(responseWriter http.ResponseWriter, request *http.Request) {
 	var req imagesRequest
@@ -153,29 +147,118 @@ func (handler *Handler) RecognizeProducts(responseWriter http.ResponseWriter, re
 		return
 	}
 	if len(req.Images) > 3 {
-		req.Images = req.Images[:3] // cap at 3 photos as per spec
+		req.Images = req.Images[:3]
 	}

+	images := make([]ProductImagePayload, len(req.Images))
+	for index, img := range req.Images {
+		images[index] = ProductImagePayload{ImageBase64: img.ImageBase64, MimeType: img.MimeType}
+	}
+	handler.submitProductJob(responseWriter, request, "products", images)
+}
+
+// submitProductJob is shared by RecognizeReceipt and RecognizeProducts.
+// It inserts a product job, publishes to Kafka, and writes the 202 response.
+func (handler *Handler) submitProductJob(
+	responseWriter http.ResponseWriter,
+	request *http.Request,
+	jobType string,
+	images []ProductImagePayload,
+) {
+	userID := middleware.UserIDFromCtx(request.Context())
+	userPlan := middleware.UserPlanFromCtx(request.Context())
 	lang := locale.FromContext(request.Context())
-	allItems := make([][]ai.RecognizedItem, len(req.Images))
-	var wg sync.WaitGroup
-	for i, img := range req.Images {
-		wg.Add(1)
-		go func(index int, imageReq imageRequest) {
-			defer wg.Done()
-			items, recognizeError := handler.recognizer.RecognizeProducts(request.Context(), imageReq.ImageBase64, imageReq.MimeType, lang)
-			if recognizeError != nil {
-				slog.WarnContext(request.Context(), "recognize products from image", "index", index, "err", recognizeError)
-				return
-			}
-			allItems[index] = items
-		}(i, img)
-	}
-	wg.Wait()

-	merged := MergeAndDeduplicate(allItems)
-	enriched := handler.enrichItems(request.Context(), merged)
-	writeJSON(responseWriter, http.StatusOK, map[string]any{"items": enriched})
+	job := &ProductJob{
+		UserID:   userID,
+		UserPlan: userPlan,
+		JobType:  jobType,
+		Images:   images,
+		Lang:     lang,
+	}
+	if insertError := handler.productJobRepo.InsertProductJob(request.Context(), job); insertError != nil {
+		slog.ErrorContext(request.Context(), "insert product recognition job", "err", insertError)
+		writeErrorJSON(responseWriter, request, http.StatusInternalServerError, "failed to create job")
+		return
+	}
+
+	position, positionError := handler.productJobRepo.ProductQueuePosition(request.Context(), userPlan, job.CreatedAt)
+	if positionError != nil {
+		position = 0
+	}
+
+	topic := ProductTopicFree
+	if userPlan == "paid" {
+		topic = ProductTopicPaid
+	}
+	if publishError := handler.kafkaProducer.Publish(request.Context(), topic, job.ID); publishError != nil {
+		slog.ErrorContext(request.Context(), "publish product recognition job", "job_id", job.ID, "err", publishError)
+		writeErrorJSON(responseWriter, request, http.StatusInternalServerError, "failed to enqueue job")
+		return
+	}
+
+	estimatedSeconds := (position + 1) * 6
+	writeJSON(responseWriter, http.StatusAccepted, map[string]any{
+		"job_id":            job.ID,
+		"queue_position":    position,
+		"estimated_seconds": estimatedSeconds,
+	})
+}
+
+// ListRecentProductJobs handles GET /ai/product-jobs — returns the last 7 days of product jobs.
+func (handler *Handler) ListRecentProductJobs(responseWriter http.ResponseWriter, request *http.Request) {
+	userID := middleware.UserIDFromCtx(request.Context())
+
+	summaries, listError := handler.productJobRepo.ListRecentProductJobs(request.Context(), userID)
+	if listError != nil {
+		slog.ErrorContext(request.Context(), "list recent product jobs", "err", listError)
+		writeErrorJSON(responseWriter, request, http.StatusInternalServerError, "failed to list jobs")
+		return
+	}
+
+	if summaries == nil {
+		summaries = []*ProductJobSummary{}
+	}
+	writeJSON(responseWriter, http.StatusOK, summaries)
+}
+
+// ListAllProductJobs handles GET /ai/product-jobs/history — returns all product jobs for the user.
+func (handler *Handler) ListAllProductJobs(responseWriter http.ResponseWriter, request *http.Request) {
+	userID := middleware.UserIDFromCtx(request.Context())
+
+	summaries, listError := handler.productJobRepo.ListAllProductJobs(request.Context(), userID)
+	if listError != nil {
+		slog.ErrorContext(request.Context(), "list all product jobs", "err", listError)
+		writeErrorJSON(responseWriter, request, http.StatusInternalServerError, "failed to list jobs")
+		return
+	}
+
+	if summaries == nil {
+		summaries = []*ProductJobSummary{}
+	}
+	writeJSON(responseWriter, http.StatusOK, summaries)
+}
+
+// GetProductJob handles GET /ai/product-jobs/{id}.
+func (handler *Handler) GetProductJob(responseWriter http.ResponseWriter, request *http.Request) {
+	jobID := chi.URLParam(request, "id")
+	userID := middleware.UserIDFromCtx(request.Context())
+
+	job, fetchError := handler.productJobRepo.GetProductJobByID(request.Context(), jobID)
+	if fetchError != nil {
+		writeErrorJSON(responseWriter, request, http.StatusNotFound, "job not found")
+		return
+	}
+	if job.UserID != userID {
+		writeErrorJSON(responseWriter, request, http.StatusForbidden, "forbidden")
+		return
+	}
+	writeJSON(responseWriter, http.StatusOK, job)
+}
+
+// GetProductJobStream handles GET /ai/product-jobs/{id}/stream — SSE stream for product job updates.
+func (handler *Handler) GetProductJobStream(responseWriter http.ResponseWriter, request *http.Request) {
+	handler.productSSEBroker.ServeSSE(responseWriter, request)
 }

 // RecognizeDish handles POST /ai/recognize-dish (async).
@@ -287,87 +370,6 @@ func (handler *Handler) GetJob(responseWriter http.ResponseWriter, request *http
 	writeJSON(responseWriter, http.StatusOK, job)
 }

-// ---------------------------------------------------------------------------
-// Helpers
-// ---------------------------------------------------------------------------
-
-// enrichItems matches each recognized item against the product catalog.
-// Items without a match trigger a classification call and upsert into the DB.
-func (handler *Handler) enrichItems(ctx context.Context, items []ai.RecognizedItem) []EnrichedItem {
-	result := make([]EnrichedItem, 0, len(items))
-	for _, item := range items {
-		enriched := EnrichedItem{
-			Name:        item.Name,
-			Quantity:    item.Quantity,
-			Unit:        item.Unit,
-			Category:    item.Category,
-			Confidence:  item.Confidence,
-			StorageDays: 7, // sensible default
-		}
-
-		catalogProduct, matchError := handler.productRepo.FuzzyMatch(ctx, item.Name)
-		if matchError != nil {
-			slog.WarnContext(ctx, "fuzzy match product", "name", item.Name, "err", matchError)
-		}
-
-		if catalogProduct != nil {
-			id := catalogProduct.ID
-			enriched.MappingID = &id
-			if catalogProduct.DefaultUnit != nil {
-				enriched.Unit = *catalogProduct.DefaultUnit
-			}
-			if catalogProduct.StorageDays != nil {
-				enriched.StorageDays = *catalogProduct.StorageDays
-			}
-			if catalogProduct.Category != nil {
-				enriched.Category = *catalogProduct.Category
-			}
-		} else {
-			classification, classifyError := handler.recognizer.ClassifyIngredient(ctx, item.Name)
-			if classifyError != nil {
-				slog.WarnContext(ctx, "classify unknown product", "name", item.Name, "err", classifyError)
-			} else {
-				saved := handler.saveClassification(ctx, classification)
-				if saved != nil {
-					id := saved.ID
-					enriched.MappingID = &id
-				}
-				enriched.Category = classification.Category
-				enriched.Unit = classification.DefaultUnit
-				enriched.StorageDays = classification.StorageDays
-			}
-		}
-		result = append(result, enriched)
-	}
-	return result
-}
-
-// saveClassification upserts an AI-produced classification into the product catalog.
-func (handler *Handler) saveClassification(ctx context.Context, classification *ai.IngredientClassification) *product.Product {
-	if classification == nil || classification.CanonicalName == "" {
-		return nil
-	}
-
-	catalogProduct := &product.Product{
-		CanonicalName:   classification.CanonicalName,
-		Category:        strPtr(classification.Category),
-		DefaultUnit:     strPtr(classification.DefaultUnit),
-		CaloriesPer100g: classification.CaloriesPer100g,
-		ProteinPer100g:  classification.ProteinPer100g,
-		FatPer100g:      classification.FatPer100g,
-		CarbsPer100g:    classification.CarbsPer100g,
-		StorageDays:     intPtr(classification.StorageDays),
-	}
-
-	saved, upsertError := handler.productRepo.Upsert(ctx, catalogProduct)
-	if upsertError != nil {
-		slog.WarnContext(ctx, "upsert classified product", "name", classification.CanonicalName, "err", upsertError)
-		return nil
-	}
-
-	return saved
-}
-
 // MergeAndDeduplicate combines results from multiple images.
 // Items sharing the same name (case-insensitive) have their quantities summed.
 func MergeAndDeduplicate(batches [][]ai.RecognizedItem) []ai.RecognizedItem {
--- a/backend/internal/domain/recognition/item_enricher.go
+++ b/backend/internal/domain/recognition/item_enricher.go
@@ -0,0 +1,98 @@
+package recognition
+
+import (
+	"context"
+	"log/slog"
+
+	"github.com/food-ai/backend/internal/adapters/ai"
+	"github.com/food-ai/backend/internal/domain/product"
+)
+
+// itemEnricher matches recognized items against the product catalog,
+// triggering AI classification for unknown items.
+// Extracted from Handler so both the HTTP handler and the product worker pool can use it.
+type itemEnricher struct {
+	recognizer  Recognizer
+	productRepo ProductRepository
+}
+
+func newItemEnricher(recognizer Recognizer, productRepo ProductRepository) *itemEnricher {
+	return &itemEnricher{recognizer: recognizer, productRepo: productRepo}
+}
+
+// enrich matches each recognized item against the product catalog.
+// Items without a match trigger a classification call and upsert into the DB.
+func (enricher *itemEnricher) enrich(enrichContext context.Context, items []ai.RecognizedItem) []EnrichedItem {
+	result := make([]EnrichedItem, 0, len(items))
+	for _, item := range items {
+		enriched := EnrichedItem{
+			Name:        item.Name,
+			Quantity:    item.Quantity,
+			Unit:        item.Unit,
+			Category:    item.Category,
+			Confidence:  item.Confidence,
+			StorageDays: 7, // sensible default
+		}
+
+		catalogProduct, matchError := enricher.productRepo.FuzzyMatch(enrichContext, item.Name)
+		if matchError != nil {
+			slog.WarnContext(enrichContext, "fuzzy match product", "name", item.Name, "err", matchError)
+		}
+
+		if catalogProduct != nil {
+			productID := catalogProduct.ID
+			enriched.MappingID = &productID
+			if catalogProduct.DefaultUnit != nil {
+				enriched.Unit = *catalogProduct.DefaultUnit
+			}
+			if catalogProduct.StorageDays != nil {
+				enriched.StorageDays = *catalogProduct.StorageDays
+			}
+			if catalogProduct.Category != nil {
+				enriched.Category = *catalogProduct.Category
+			}
+		} else {
+			classification, classifyError := enricher.recognizer.ClassifyIngredient(enrichContext, item.Name)
+			if classifyError != nil {
+				slog.WarnContext(enrichContext, "classify unknown product", "name", item.Name, "err", classifyError)
+			} else {
+				saved := enricher.saveClassification(enrichContext, classification)
+				if saved != nil {
+					savedID := saved.ID
+					enriched.MappingID = &savedID
+				}
+				enriched.Category = classification.Category
+				enriched.Unit = classification.DefaultUnit
+				enriched.StorageDays = classification.StorageDays
+			}
+		}
+		result = append(result, enriched)
+	}
+	return result
+}
+
+// saveClassification upserts an AI-produced classification into the product catalog.
+func (enricher *itemEnricher) saveClassification(enrichContext context.Context, classification *ai.IngredientClassification) *product.Product {
+	if classification == nil || classification.CanonicalName == "" {
+		return nil
+	}
+
+	catalogProduct := &product.Product{
+		CanonicalName:   classification.CanonicalName,
+		Category:        strPtr(classification.Category),
+		DefaultUnit:     strPtr(classification.DefaultUnit),
+		CaloriesPer100g: classification.CaloriesPer100g,
+		ProteinPer100g:  classification.ProteinPer100g,
+		FatPer100g:      classification.FatPer100g,
+		CarbsPer100g:    classification.CarbsPer100g,
+		StorageDays:     intPtr(classification.StorageDays),
+	}
+
+	saved, upsertError := enricher.productRepo.Upsert(enrichContext, catalogProduct)
+	if upsertError != nil {
+		slog.WarnContext(enrichContext, "upsert classified product", "name", classification.CanonicalName, "err", upsertError)
+		return nil
+	}
+
+	return saved
+}
--- a/backend/internal/domain/recognition/product_job.go
+++ b/backend/internal/domain/recognition/product_job.go
@@ -0,0 +1,63 @@
+package recognition
+
+import (
+	"time"
+
+	"github.com/food-ai/backend/internal/adapters/ai"
+)
+
+// Kafka topic names for product recognition.
+const (
+	ProductTopicPaid = "ai.products.paid"
+	ProductTopicFree = "ai.products.free"
+)
+
+// ProductImagePayload is a single image stored in the product_recognition_jobs.images JSONB column.
+type ProductImagePayload struct {
+	ImageBase64 string `json:"image_base64"`
+	MimeType    string `json:"mime_type"`
+}
+
+// ProductJobResultItem is an enriched product item stored in the result JSONB.
+type ProductJobResultItem struct {
+	Name        string  `json:"name"`
+	Quantity    float64 `json:"quantity"`
+	Unit        string  `json:"unit"`
+	Category    string  `json:"category"`
+	Confidence  float64 `json:"confidence"`
+	MappingID   *string `json:"mapping_id,omitempty"`
+	StorageDays int     `json:"storage_days"`
+}
+
+// ProductJobResult is the JSONB payload stored in product_recognition_jobs.result.
+type ProductJobResult struct {
+	JobType      string                 `json:"job_type"`
+	Items        []ProductJobResultItem `json:"items"`
+	Unrecognized []ai.UnrecognizedItem  `json:"unrecognized,omitempty"`
+}
+
+// ProductJob represents an async product/receipt recognition task.
+type ProductJob struct {
+	ID          string
+	UserID      string
+	UserPlan    string
+	JobType     string // "receipt" | "products"
+	Images      []ProductImagePayload
+	Lang        string
+	Status      string
+	Result      *ProductJobResult
+	Error       *string
+	CreatedAt   time.Time
+	StartedAt   *time.Time
+	CompletedAt *time.Time
+}
+
+// ProductJobSummary is a lightweight record for list endpoints (omits image payloads).
+type ProductJobSummary struct {
+	ID        string            `json:"id"`
+	JobType   string            `json:"job_type"`
+	Status    string            `json:"status"`
+	Result    *ProductJobResult `json:"result,omitempty"`
+	Error     *string           `json:"error,omitempty"`
+	CreatedAt time.Time         `json:"created_at"`
+}
--- a/backend/internal/domain/recognition/product_job_repository.go
+++ b/backend/internal/domain/recognition/product_job_repository.go
@@ -0,0 +1,203 @@
+package recognition
+
+import (
+	"context"
+	"encoding/json"
+	"time"
+
+	"github.com/jackc/pgx/v5/pgxpool"
+)
+
+// ProductJobRepository provides all DB operations on product_recognition_jobs.
+type ProductJobRepository interface {
+	InsertProductJob(ctx context.Context, job *ProductJob) error
+	GetProductJobByID(ctx context.Context, jobID string) (*ProductJob, error)
+	UpdateProductJobStatus(ctx context.Context, jobID, status string, result *ProductJobResult, errMsg *string) error
+	ProductQueuePosition(ctx context.Context, userPlan string, createdAt time.Time) (int, error)
+	NotifyProductJobUpdate(ctx context.Context, jobID string) error
+	ListRecentProductJobs(ctx context.Context, userID string) ([]*ProductJobSummary, error)
+	ListAllProductJobs(ctx context.Context, userID string) ([]*ProductJobSummary, error)
+}
+
+// PostgresProductJobRepository implements ProductJobRepository using a pgxpool.
+type PostgresProductJobRepository struct {
+	pool *pgxpool.Pool
+}
+
+// NewProductJobRepository creates a new PostgresProductJobRepository.
+func NewProductJobRepository(pool *pgxpool.Pool) *PostgresProductJobRepository {
+	return &PostgresProductJobRepository{pool: pool}
+}
+
+// InsertProductJob inserts a new product recognition job and populates the ID and CreatedAt fields.
+func (repository *PostgresProductJobRepository) InsertProductJob(queryContext context.Context, job *ProductJob) error {
+	imagesJSON, marshalError := json.Marshal(job.Images)
+	if marshalError != nil {
+		return marshalError
+	}
+	return repository.pool.QueryRow(queryContext,
+		`INSERT INTO product_recognition_jobs (user_id, user_plan, job_type, images, lang)
+		 VALUES ($1, $2, $3, $4, $5)
+		 RETURNING id, created_at`,
+		job.UserID, job.UserPlan, job.JobType, imagesJSON, job.Lang,
+	).Scan(&job.ID, &job.CreatedAt)
+}
+
+// GetProductJobByID fetches a single product job by primary key.
+func (repository *PostgresProductJobRepository) GetProductJobByID(queryContext context.Context, jobID string) (*ProductJob, error) {
+	var job ProductJob
+	var imagesJSON []byte
+	var resultJSON []byte
+
+	queryError := repository.pool.QueryRow(queryContext,
+		`SELECT id, user_id, user_plan, job_type, images, lang,
+		        status, result, error, created_at, started_at, completed_at
+		 FROM product_recognition_jobs WHERE id = $1`,
+		jobID,
+	).Scan(
+		&job.ID, &job.UserID, &job.UserPlan, &job.JobType, &imagesJSON, &job.Lang,
+		&job.Status, &resultJSON, &job.Error, &job.CreatedAt, &job.StartedAt, &job.CompletedAt,
+	)
+	if queryError != nil {
+		return nil, queryError
+	}
+
+	if imagesJSON != nil {
+		if unmarshalError := json.Unmarshal(imagesJSON, &job.Images); unmarshalError != nil {
+			return nil, unmarshalError
+		}
+	}
+
+	if resultJSON != nil {
+		var productResult ProductJobResult
+		if unmarshalError := json.Unmarshal(resultJSON, &productResult); unmarshalError == nil {
+			job.Result = &productResult
+		}
+	}
+
+	return &job, nil
+}
+
+// UpdateProductJobStatus transitions a job to a new status and records the result or error.
+func (repository *PostgresProductJobRepository) UpdateProductJobStatus(
+	queryContext context.Context,
+	jobID, status string,
+	result *ProductJobResult,
+	errMsg *string,
+) error {
+	var resultJSON []byte
+	if result != nil {
+		marshalledBytes, marshalError := json.Marshal(result)
+		if marshalError != nil {
+			return marshalError
+		}
+		resultJSON = marshalledBytes
+	}
+
+	switch status {
+	case JobStatusProcessing:
+		_, updateError := repository.pool.Exec(queryContext,
+			`UPDATE product_recognition_jobs SET status = $1, started_at = now() WHERE id = $2`,
+			status, jobID,
+		)
+		return updateError
+	default:
+		_, updateError := repository.pool.Exec(queryContext,
+			`UPDATE product_recognition_jobs
+			 SET status = $1, result = $2, error = $3, completed_at = now()
+			 WHERE id = $4`,
+			status, resultJSON, errMsg, jobID,
+		)
+		return updateError
+	}
+}
+
+// ProductQueuePosition counts product jobs ahead of createdAt in the same plan's queue.
+func (repository *PostgresProductJobRepository) ProductQueuePosition(
+	queryContext context.Context,
+	userPlan string,
+	createdAt time.Time,
+) (int, error) {
+	var position int
+	queryError := repository.pool.QueryRow(queryContext,
+		`SELECT COUNT(*) FROM product_recognition_jobs
+		 WHERE status IN ('pending', 'processing')
+		   AND user_plan = $1
+		   AND created_at < $2`,
+		userPlan, createdAt,
+	).Scan(&position)
+	return position, queryError
+}
+
+// NotifyProductJobUpdate sends a PostgreSQL NOTIFY on the product_job_update channel.
+func (repository *PostgresProductJobRepository) NotifyProductJobUpdate(queryContext context.Context, jobID string) error {
+	_, notifyError := repository.pool.Exec(queryContext, `SELECT pg_notify('product_job_update', $1)`, jobID)
+	return notifyError
+}
+
+// ListRecentProductJobs returns product recognition jobs from the last 7 days for the given user.
+func (repository *PostgresProductJobRepository) ListRecentProductJobs(queryContext context.Context, userID string) ([]*ProductJobSummary, error) {
+	rows, queryError := repository.pool.Query(queryContext,
+		`SELECT id, job_type, status, result, error, created_at
+		 FROM product_recognition_jobs
+		 WHERE user_id = $1
+		   AND created_at >= now() - interval '7 days'
+		 ORDER BY created_at DESC`,
+		userID,
+	)
+	if queryError != nil {
+		return nil, queryError
+	}
+	defer rows.Close()
+
+	return scanProductJobSummaries(rows)
+}
+
+// ListAllProductJobs returns all product recognition jobs for the given user, newest first.
+func (repository *PostgresProductJobRepository) ListAllProductJobs(queryContext context.Context, userID string) ([]*ProductJobSummary, error) {
+	rows, queryError := repository.pool.Query(queryContext,
+		`SELECT id, job_type, status, result, error, created_at
+		 FROM product_recognition_jobs
+		 WHERE user_id = $1
+		 ORDER BY created_at DESC`,
+		userID,
+	)
+	if queryError != nil {
+		return nil, queryError
+	}
+	defer rows.Close()
+
+	return scanProductJobSummaries(rows)
+}
+
+type productSummaryScanner interface {
+	Next() bool
+	Scan(dest ...any) error
+	Err() error
+}
+
+func scanProductJobSummaries(rows productSummaryScanner) ([]*ProductJobSummary, error) {
+	var summaries []*ProductJobSummary
+	for rows.Next() {
+		var summary ProductJobSummary
+		var resultJSON []byte
+		scanError := rows.Scan(
+			&summary.ID, &summary.JobType, &summary.Status,
+			&resultJSON, &summary.Error, &summary.CreatedAt,
+		)
+		if scanError != nil {
+			return nil, scanError
+		}
+		if resultJSON != nil {
+			var productResult ProductJobResult
+			if unmarshalError := json.Unmarshal(resultJSON, &productResult); unmarshalError == nil {
+				summary.Result = &productResult
+			}
+		}
+		summaries = append(summaries, &summary)
+	}
+	if rowsError := rows.Err(); rowsError != nil {
+		return nil, rowsError
+	}
+	return summaries, nil
+}
--- a/backend/internal/domain/recognition/product_sse.go
+++ b/backend/internal/domain/recognition/product_sse.go
@@ -0,0 +1,196 @@
+package recognition
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"log/slog"
+	"net/http"
+	"sync"
+
+	"github.com/go-chi/chi/v5"
+	"github.com/jackc/pgx/v5/pgxpool"
+
+	"github.com/food-ai/backend/internal/infra/middleware"
+)
+
+// ProductSSEBroker manages Server-Sent Events for product recognition job status updates.
+// It listens on the PostgreSQL "product_job_update" NOTIFY channel and fans out events
+// to all HTTP clients currently streaming a given job.
+type ProductSSEBroker struct {
+	pool           *pgxpool.Pool
+	productJobRepo ProductJobRepository
+	mu             sync.RWMutex
+	clients        map[string][]chan sseEvent
+}
+
+// NewProductSSEBroker creates a new ProductSSEBroker.
+func NewProductSSEBroker(pool *pgxpool.Pool, productJobRepo ProductJobRepository) *ProductSSEBroker {
+	return &ProductSSEBroker{
+		pool:           pool,
+		productJobRepo: productJobRepo,
+		clients:        make(map[string][]chan sseEvent),
+	}
+}
+
+// Start launches the PostgreSQL LISTEN loop in a background goroutine.
+func (broker *ProductSSEBroker) Start(brokerContext context.Context) {
+	go broker.listenLoop(brokerContext)
+}
+
+func (broker *ProductSSEBroker) listenLoop(brokerContext context.Context) {
+	conn, acquireError := broker.pool.Acquire(brokerContext)
+	if acquireError != nil {
+		slog.Error("ProductSSEBroker: acquire PG connection", "err", acquireError)
+		return
+	}
+	defer conn.Release()
+
+	if _, listenError := conn.Exec(brokerContext, "LISTEN product_job_update"); listenError != nil {
+		slog.Error("ProductSSEBroker: LISTEN product_job_update", "err", listenError)
+		return
+	}
+
+	for {
+		notification, waitError := conn.Conn().WaitForNotification(brokerContext)
+		if brokerContext.Err() != nil {
+			return
+		}
+		if waitError != nil {
+			slog.Error("ProductSSEBroker: wait for notification", "err", waitError)
+			return
+		}
+		broker.fanOut(brokerContext, notification.Payload)
+	}
+}
+
+func (broker *ProductSSEBroker) subscribe(jobID string) chan sseEvent {
+	channel := make(chan sseEvent, 10)
+	broker.mu.Lock()
+	broker.clients[jobID] = append(broker.clients[jobID], channel)
+	broker.mu.Unlock()
+	return channel
+}
+
+func (broker *ProductSSEBroker) unsubscribe(jobID string, channel chan sseEvent) {
+	broker.mu.Lock()
+	defer broker.mu.Unlock()
+	existing := broker.clients[jobID]
+	for index, existingChannel := range existing {
+		if existingChannel == channel {
+			broker.clients[jobID] = append(broker.clients[jobID][:index], broker.clients[jobID][index+1:]...)
+			break
+		}
+	}
+	if len(broker.clients[jobID]) == 0 {
+		delete(broker.clients, jobID)
+	}
+}
+
+func (broker *ProductSSEBroker) fanOut(fanContext context.Context, jobID string) {
+	job, fetchError := broker.productJobRepo.GetProductJobByID(fanContext, jobID)
+	if fetchError != nil {
+		slog.Warn("ProductSSEBroker: get job for fan-out", "job_id", jobID, "err", fetchError)
+		return
+	}
+
+	event, ok := productJobToSSEEvent(job)
+	if !ok {
+		return
+	}
+
+	broker.mu.RLock()
+	channels := make([]chan sseEvent, len(broker.clients[jobID]))
+	copy(channels, broker.clients[jobID])
+	broker.mu.RUnlock()
+
+	for _, channel := range channels {
+		select {
+		case channel <- event:
+		default:
+			// channel full; skip this delivery
+		}
+	}
+}
+
+func productJobToSSEEvent(job *ProductJob) (sseEvent, bool) {
+	switch job.Status {
+	case JobStatusProcessing:
+		return sseEvent{name: "processing", data: "{}"}, true
+	case JobStatusDone:
+		resultJSON, marshalError := json.Marshal(job.Result)
+		if marshalError != nil {
+			return sseEvent{}, false
+		}
+		return sseEvent{name: "done", data: string(resultJSON)}, true
+	case JobStatusFailed:
+		errMsg := "recognition failed, please try again"
+		if job.Error != nil {
+			errMsg = *job.Error
+		}
+		errorData, _ := json.Marshal(map[string]string{"error": errMsg})
+		return sseEvent{name: "failed", data: string(errorData)}, true
+	default:
+		return sseEvent{}, false
+	}
+}
+
+// ServeSSE handles GET /ai/product-jobs/{id}/stream — streams SSE events until the job completes.
+func (broker *ProductSSEBroker) ServeSSE(responseWriter http.ResponseWriter, request *http.Request) {
+	jobID := chi.URLParam(request, "id")
+	userID := middleware.UserIDFromCtx(request.Context())
+
+	job, fetchError := broker.productJobRepo.GetProductJobByID(request.Context(), jobID)
+	if fetchError != nil {
+		writeErrorJSON(responseWriter, request, http.StatusNotFound, "job not found")
+		return
+	}
+	if job.UserID != userID {
+		writeErrorJSON(responseWriter, request, http.StatusForbidden, "forbidden")
+		return
+	}
+
+	flusher, supported := responseWriter.(http.Flusher)
+	if !supported {
+		writeErrorJSON(responseWriter, request, http.StatusInternalServerError, "streaming not supported")
+		return
+	}
+
+	responseWriter.Header().Set("Content-Type", "text/event-stream")
+	responseWriter.Header().Set("Cache-Control", "no-cache")
+	responseWriter.Header().Set("Connection", "keep-alive")
+	responseWriter.Header().Set("X-Accel-Buffering", "no")
+
+	if job.Status == JobStatusDone || job.Status == JobStatusFailed {
+		if event, ok := productJobToSSEEvent(job); ok {
+			fmt.Fprintf(responseWriter, "event: %s\ndata: %s\n\n", event.name, event.data)
+			flusher.Flush()
+		}
+		return
+	}
+
+	eventChannel := broker.subscribe(jobID)
+	defer broker.unsubscribe(jobID, eventChannel)
+
+	position, _ := broker.productJobRepo.ProductQueuePosition(request.Context(), job.UserPlan, job.CreatedAt)
+	estimatedSeconds := (position + 1) * 6
+	queuedData, _ := json.Marshal(map[string]any{
+		"position":          position,
+		"estimated_seconds": estimatedSeconds,
+	})
+	fmt.Fprintf(responseWriter, "event: queued\ndata: %s\n\n", queuedData)
+	flusher.Flush()
+
+	for {
+		select {
+		case event := <-eventChannel:
+			fmt.Fprintf(responseWriter, "event: %s\ndata: %s\n\n", event.name, event.data)
+			flusher.Flush()
+			if event.name == "done" || event.name == "failed" {
+				return
+			}
+		case <-request.Context().Done():
+			return
+		}
+	}
+}
--- a/backend/internal/domain/recognition/product_worker.go
+++ b/backend/internal/domain/recognition/product_worker.go
@@ -0,0 +1,152 @@
+package recognition
+
+import (
+	"context"
+	"log/slog"
+	"sync"
+
+	"github.com/food-ai/backend/internal/adapters/ai"
+	"github.com/food-ai/backend/internal/adapters/kafka"
+)
+
+// ProductWorkerPool processes product/receipt recognition jobs from a single Kafka topic.
+type ProductWorkerPool struct {
+	productJobRepo ProductJobRepository
+	enricher       *itemEnricher
+	recognizer     Recognizer
+	consumer       *kafka.Consumer
+	workerCount    int
+	jobs           chan string
+}
+
+// NewProductWorkerPool creates a ProductWorkerPool with five workers consuming from a single consumer.
+func NewProductWorkerPool(
+	productJobRepo ProductJobRepository,
+	recognizer Recognizer,
+	productRepo ProductRepository,
+	consumer *kafka.Consumer,
+) *ProductWorkerPool {
+	return &ProductWorkerPool{
+		productJobRepo: productJobRepo,
+		enricher:       newItemEnricher(recognizer, productRepo),
+		recognizer:     recognizer,
+		consumer:       consumer,
+		workerCount:    defaultWorkerCount,
+		jobs:           make(chan string, 100),
+	}
+}
+
+// Start launches the Kafka feeder goroutine and all worker goroutines.
+func (pool *ProductWorkerPool) Start(workerContext context.Context) {
+	go pool.consumer.Run(workerContext, pool.jobs)
+	for i := 0; i < pool.workerCount; i++ {
+		go pool.runWorker(workerContext)
+	}
+}
+
+func (pool *ProductWorkerPool) runWorker(workerContext context.Context) {
+	for {
+		select {
+		case jobID := <-pool.jobs:
+			pool.processJob(workerContext, jobID)
+		case <-workerContext.Done():
+			return
+		}
+	}
+}
+
+func (pool *ProductWorkerPool) processJob(workerContext context.Context, jobID string) {
+	job, fetchError := pool.productJobRepo.GetProductJobByID(workerContext, jobID)
+	if fetchError != nil {
+		slog.Error("product worker: fetch job", "job_id", jobID, "err", fetchError)
+		return
+	}
+
+	if updateError := pool.productJobRepo.UpdateProductJobStatus(workerContext, jobID, JobStatusProcessing, nil, nil); updateError != nil {
+		slog.Error("product worker: set processing status", "job_id", jobID, "err", updateError)
+	}
+	if notifyError := pool.productJobRepo.NotifyProductJobUpdate(workerContext, jobID); notifyError != nil {
+		slog.Warn("product worker: notify processing", "job_id", jobID, "err", notifyError)
+	}
+
+	var recognizedItems []ai.RecognizedItem
+	var unrecognized []ai.UnrecognizedItem
+	var recognizeError error
+
+	switch job.JobType {
+	case "receipt":
+		if len(job.Images) == 0 {
+			errMsg := "no images in job"
+			_ = pool.productJobRepo.UpdateProductJobStatus(workerContext, jobID, JobStatusFailed, nil, &errMsg)
+			_ = pool.productJobRepo.NotifyProductJobUpdate(workerContext, jobID)
+			return
+		}
+		imagePayload := job.Images[0]
+		var receiptResult *ai.ReceiptResult
+		receiptResult, recognizeError = pool.recognizer.RecognizeReceipt(workerContext, imagePayload.ImageBase64, imagePayload.MimeType, job.Lang)
+		if recognizeError == nil && receiptResult != nil {
+			recognizedItems = receiptResult.Items
+			unrecognized = receiptResult.Unrecognized
+		}
+
+	case "products":
+		allItems := make([][]ai.RecognizedItem, len(job.Images))
+		var wg sync.WaitGroup
+		for index, imagePayload := range job.Images {
+			wg.Add(1)
+			go func(workerIndex int, payload ProductImagePayload) {
+				defer wg.Done()
+				items, itemsError := pool.recognizer.RecognizeProducts(workerContext, payload.ImageBase64, payload.MimeType, job.Lang)
+				if itemsError != nil {
+					slog.WarnContext(workerContext, "product worker: recognize products from image", "index", workerIndex, "err", itemsError)
+					return
+				}
+				allItems[workerIndex] = items
+			}(index, imagePayload)
+		}
+		wg.Wait()
+		recognizedItems = MergeAndDeduplicate(allItems)
+
+	default:
+		errMsg := "unknown job type: " + job.JobType
+		slog.Error("product worker: unknown job type", "job_id", jobID, "job_type", job.JobType)
+		_ = pool.productJobRepo.UpdateProductJobStatus(workerContext, jobID, JobStatusFailed, nil, &errMsg)
+		_ = pool.productJobRepo.NotifyProductJobUpdate(workerContext, jobID)
+		return
+	}
+
+	if recognizeError != nil {
+		slog.Error("product worker: recognize", "job_id", jobID, "err", recognizeError)
+		errMsg := "recognition failed, please try again"
+		_ = pool.productJobRepo.UpdateProductJobStatus(workerContext, jobID, JobStatusFailed, nil, &errMsg)
+		_ = pool.productJobRepo.NotifyProductJobUpdate(workerContext, jobID)
+		return
+	}
+
+	enriched := pool.enricher.enrich(workerContext, recognizedItems)
+	resultItems := make([]ProductJobResultItem, len(enriched))
+	for index, item := range enriched {
+		resultItems[index] = ProductJobResultItem{
+			Name:        item.Name,
+			Quantity:    item.Quantity,
+			Unit:        item.Unit,
+			Category:    item.Category,
+			Confidence:  item.Confidence,
+			MappingID:   item.MappingID,
+			StorageDays: item.StorageDays,
+		}
+	}
+
+	jobResult := &ProductJobResult{
+		JobType:      job.JobType,
+		Items:        resultItems,
+		Unrecognized: unrecognized,
+	}
+
+	if updateError := pool.productJobRepo.UpdateProductJobStatus(workerContext, jobID, JobStatusDone, jobResult, nil); updateError != nil {
+		slog.Error("product worker: set done status", "job_id", jobID, "err", updateError)
+	}
+	if notifyError := pool.productJobRepo.NotifyProductJobUpdate(workerContext, jobID); notifyError != nil {
+		slog.Warn("product worker: notify done", "job_id", jobID, "err", notifyError)
+	}
+}
--- a/backend/internal/infra/server/server.go
+++ b/backend/internal/infra/server/server.go
@@ -127,6 +127,10 @@ func NewRouter(
 			r.Get("/jobs/history", recognitionHandler.ListAllJobs)
 			r.Get("/jobs/{id}", recognitionHandler.GetJob)
 			r.Get("/jobs/{id}/stream", recognitionHandler.GetJobStream)
+			r.Get("/product-jobs", recognitionHandler.ListRecentProductJobs)
+			r.Get("/product-jobs/history", recognitionHandler.ListAllProductJobs)
+			r.Get("/product-jobs/{id}", recognitionHandler.GetProductJob)
+			r.Get("/product-jobs/{id}/stream", recognitionHandler.GetProductJobStream)
 			r.Post("/generate-menu", menuHandler.GenerateMenu)
 		})
 	})
--- a/backend/migrations/002_product_recognition_jobs.sql
+++ b/backend/migrations/002_product_recognition_jobs.sql
@@ -0,0 +1,24 @@
+-- +goose Up
+CREATE TABLE product_recognition_jobs (
+    id           UUID        PRIMARY KEY DEFAULT uuid_generate_v7(),
+    user_id      UUID        NOT NULL REFERENCES users(id) ON DELETE CASCADE,
+    user_plan    TEXT        NOT NULL,
+    job_type     TEXT        NOT NULL CHECK (job_type IN ('receipt', 'products')),
+    images       JSONB       NOT NULL,
+    lang         TEXT        NOT NULL DEFAULT 'en',
+    status       TEXT        NOT NULL DEFAULT 'pending',
+    result       JSONB,
+    error        TEXT,
+    created_at   TIMESTAMPTZ NOT NULL DEFAULT now(),
+    started_at   TIMESTAMPTZ,
+    completed_at TIMESTAMPTZ
+);
+
+CREATE INDEX idx_product_recognition_jobs_user
+    ON product_recognition_jobs (user_id, created_at DESC);
+
+CREATE INDEX idx_product_recognition_jobs_status
+    ON product_recognition_jobs (status, user_plan, created_at ASC);
+
+-- +goose Down
+DROP TABLE IF EXISTS product_recognition_jobs;
--- a/client/lib/core/router/app_router.dart
+++ b/client/lib/core/router/app_router.dart
@@ -13,6 +13,8 @@ import '../../features/profile/profile_provider.dart';
 import '../../shared/models/user.dart';
 import '../../features/products/products_screen.dart';
 import '../../features/products/add_product_screen.dart';
+import '../../features/products/product_job_history_screen.dart';
+import '../../features/scan/product_job_watch_screen.dart';
 import '../../features/scan/scan_screen.dart';
 import '../../features/scan/recognition_confirm_screen.dart';
 import '../../features/scan/recognition_service.dart';
@@ -129,6 +131,17 @@ final routerProvider = Provider<GoRouter>((ref) {
        path: '/scan/history',
        builder: (_, __) => const RecognitionHistoryScreen(),
      ),
+      GoRoute(
+        path: '/scan/product-job-watch',
+        builder: (context, state) {
+          final jobCreated = state.extra as ProductJobCreated;
+          return ProductJobWatchScreen(jobCreated: jobCreated);
+        },
+      ),
+      GoRoute(
+        path: '/products/job-history',
+        builder: (_, __) => const ProductJobHistoryScreen(),
+      ),
      ShellRoute(
        builder: (context, state, child) => MainShell(child: child),
        routes: [
--- a/client/lib/features/products/product_job_history_screen.dart
+++ b/client/lib/features/products/product_job_history_screen.dart
@@ -0,0 +1,114 @@
+import 'package:flutter/material.dart';
+import 'package:flutter_riverpod/flutter_riverpod.dart';
+import 'package:go_router/go_router.dart';
+import 'package:intl/intl.dart';
+
+import '../../l10n/app_localizations.dart';
+import '../scan/recognition_service.dart';
+import 'product_job_provider.dart';
+
+/// Shows the complete history of product/receipt recognition scans.
+class ProductJobHistoryScreen extends ConsumerWidget {
+  const ProductJobHistoryScreen({super.key});
+
+  @override
+  Widget build(BuildContext context, WidgetRef ref) {
+    final l10n = AppLocalizations.of(context)!;
+    final state = ref.watch(allProductJobsProvider);
+
+    return Scaffold(
+      appBar: AppBar(
+        title: Text(l10n.productJobHistoryTitle),
+        actions: [
+          IconButton(
+            icon: const Icon(Icons.refresh),
+            onPressed: () =>
+                ref.read(allProductJobsProvider.notifier).refresh(),
+          ),
+        ],
+      ),
+      body: state.when(
+        loading: () => const Center(child: CircularProgressIndicator()),
+        error: (err, _) => Center(
+          child: Column(
+            mainAxisSize: MainAxisSize.min,
+            children: [
+              const Icon(Icons.error_outline, size: 48, color: Colors.red),
+              const SizedBox(height: 12),
+              FilledButton(
+                onPressed: () =>
+                    ref.read(allProductJobsProvider.notifier).refresh(),
+                child: const Text('Retry'),
+              ),
+            ],
+          ),
+        ),
+        data: (jobs) => jobs.isEmpty
+            ? Center(
+                child: Text(
+                  l10n.recentScans,
+                  style: Theme.of(context).textTheme.bodyLarge,
+                ),
+              )
+            : RefreshIndicator(
+                onRefresh: () =>
+                    ref.read(allProductJobsProvider.notifier).refresh(),
+                child: ListView.builder(
+                  itemCount: jobs.length,
+                  itemBuilder: (context, index) =>
+                      _JobTile(job: jobs[index]),
+                ),
+              ),
+      ),
+    );
+  }
+}
+
+class _JobTile extends StatelessWidget {
+  const _JobTile({required this.job});
+
+  final ProductJobSummary job;
+
+  @override
+  Widget build(BuildContext context) {
+    final l10n = AppLocalizations.of(context)!;
+    final theme = Theme.of(context);
+    final isDone = job.status == 'done';
+    final isFailed = job.status == 'failed';
+    final dateLabel =
+        DateFormat.yMd().add_jm().format(job.createdAt.toLocal());
+    final itemCount = job.result?.items.length ?? 0;
+
+    return ListTile(
+      leading: Icon(
+        job.jobType == 'receipt'
+            ? Icons.receipt_long_outlined
+            : Icons.camera_alt_outlined,
+        color: theme.colorScheme.primary,
+      ),
+      title: Text(
+        job.jobType == 'receipt' ? l10n.jobTypeReceipt : l10n.jobTypeProducts,
+      ),
+      subtitle: Text(dateLabel, style: theme.textTheme.bodySmall),
+      trailing: isDone
+          ? Chip(
+              label: Text(
+                '$itemCount',
+                style: theme.textTheme.labelSmall,
+              ),
+              avatar: const Icon(Icons.check_circle_outline,
+                  size: 16, color: Colors.green),
+            )
+          : isFailed
+              ? const Icon(Icons.error_outline, color: Colors.red)
+              : const SizedBox(
+                  width: 16,
+                  height: 16,
+                  child: CircularProgressIndicator(strokeWidth: 2),
+                ),
+      onTap: isDone && job.result != null
+          ? () => context.push('/scan/confirm', extra: job.result!.items)
+          : null,
+    );
+  }
+}
--- a/client/lib/features/products/product_job_provider.dart
+++ b/client/lib/features/products/product_job_provider.dart
@@ -0,0 +1,75 @@
+import 'package:flutter_riverpod/flutter_riverpod.dart';
+
+import '../scan/recognition_service.dart';
+
+// ---------------------------------------------------------------------------
+// Recent product jobs (last 7 days) — shown on the products screen
+// ---------------------------------------------------------------------------
+
+class _RecentProductJobsNotifier
+    extends StateNotifier<AsyncValue<List<ProductJobSummary>>> {
+  _RecentProductJobsNotifier(this._service) : super(const AsyncValue.loading()) {
+    load();
+  }
+
+  final RecognitionService _service;
+
+  Future<void> load() async {
+    state = const AsyncValue.loading();
+    try {
+      final jobs = await _service.listRecentProductJobs();
+      state = AsyncValue.data(jobs);
+    } catch (error, stack) {
+      state = AsyncValue.error(error, stack);
+    }
+  }
+
+  Future<void> refresh() => load();
+}
+
+final recentProductJobsProvider = StateNotifierProvider<
+    _RecentProductJobsNotifier, AsyncValue<List<ProductJobSummary>>>((ref) {
+  final service = ref.read(recognitionServiceProvider);
+  return _RecentProductJobsNotifier(service);
+});
+
+// ---------------------------------------------------------------------------
+// All product jobs — shown on the history screen
+// ---------------------------------------------------------------------------
+
+class _AllProductJobsNotifier
+    extends StateNotifier<AsyncValue<List<ProductJobSummary>>> {
+  _AllProductJobsNotifier(this._service) : super(const AsyncValue.loading()) {
+    load();
+  }
+
+  final RecognitionService _service;
+
+  Future<void> load() async {
+    state = const AsyncValue.loading();
+    try {
+      final jobs = await _service.listAllProductJobs();
+      state = AsyncValue.data(jobs);
+    } catch (error, stack) {
+      state = AsyncValue.error(error, stack);
+    }
+  }
+
+  Future<void> refresh() => load();
+}
+
+final allProductJobsProvider = StateNotifierProvider<_AllProductJobsNotifier,
+    AsyncValue<List<ProductJobSummary>>>((ref) {
+  final service = ref.read(recognitionServiceProvider);
+  return _AllProductJobsNotifier(service);
+});
+
+// ---------------------------------------------------------------------------
+// SSE stream for a single product job
+// ---------------------------------------------------------------------------
+
+final productJobStreamProvider =
+    StreamProvider.family<ProductJobEvent, String>((ref, jobId) {
+  final service = ref.read(recognitionServiceProvider);
+  return service.streamProductJobEvents(jobId);
+});
--- a/client/lib/features/products/products_screen.dart
+++ b/client/lib/features/products/products_screen.dart
@@ -3,7 +3,10 @@ import 'package:flutter_riverpod/flutter_riverpod.dart';
 import 'package:go_router/go_router.dart';

 import '../../core/locale/unit_provider.dart';
+import '../../l10n/app_localizations.dart';
 import '../../shared/models/user_product.dart';
+import '../scan/recognition_service.dart';
+import 'product_job_provider.dart';
 import 'user_product_provider.dart';

 void _showAddMenu(BuildContext context) {
@@ -57,21 +60,181 @@ class ProductsScreen extends ConsumerWidget {
        icon: const Icon(Icons.add),
        label: const Text('Добавить'),
      ),
-      body: state.when(
-        loading: () => const Center(child: CircularProgressIndicator()),
-        error: (err, _) => _ErrorView(
-          onRetry: () => ref.read(userProductsProvider.notifier).refresh(),
-        ),
-        data: (products) => products.isEmpty
-            ? _EmptyState(
-                onAdd: () => _showAddMenu(context),
-              )
-            : _ProductList(products: products),
+      body: Column(
+        children: [
+          const _RecentScansSection(),
+          Expanded(
+            child: state.when(
+              loading: () => const Center(child: CircularProgressIndicator()),
+              error: (err, _) => _ErrorView(
+                onRetry: () => ref.read(userProductsProvider.notifier).refresh(),
+              ),
+              data: (products) => products.isEmpty
+                  ? _EmptyState(onAdd: () => _showAddMenu(context))
+                  : _ProductList(products: products),
+            ),
+          ),
+        ],
      ),
    );
  }
 }

+// ---------------------------------------------------------------------------
+// Recent product recognition scans section
+// ---------------------------------------------------------------------------
+
+class _RecentScansSection extends ConsumerWidget {
+  const _RecentScansSection();
+
+  @override
+  Widget build(BuildContext context, WidgetRef ref) {
+    final jobsState = ref.watch(recentProductJobsProvider);
+    final jobs = jobsState.valueOrNull;
+    if (jobs == null || jobs.isEmpty) return const SizedBox.shrink();
+
+    final l10n = AppLocalizations.of(context)!;
+    final theme = Theme.of(context);
+
+    return Column(
+      crossAxisAlignment: CrossAxisAlignment.start,
+      children: [
+        Padding(
+          padding: const EdgeInsets.fromLTRB(16, 12, 8, 4),
+          child: Row(
+            children: [
+              Icon(Icons.document_scanner_outlined,
+                  size: 18, color: theme.colorScheme.primary),
+              const SizedBox(width: 6),
+              Text(
+                l10n.recentScans,
+                style: theme.textTheme.titleSmall?.copyWith(
+                  color: theme.colorScheme.onSurfaceVariant,
+                  fontWeight: FontWeight.w600,
+                ),
+              ),
+              const Spacer(),
+              TextButton(
+                onPressed: () => context.push('/products/job-history'),
+                child: Text(l10n.seeAllScans),
+              ),
+            ],
+          ),
+        ),
+        SizedBox(
+          height: 72,
+          child: ListView.builder(
+            scrollDirection: Axis.horizontal,
+            padding: const EdgeInsets.symmetric(horizontal: 12),
+            itemCount: jobs.length > 5 ? 5 : jobs.length,
+            itemBuilder: (context, index) =>
+                _ScanJobChip(job: jobs[index]),
+          ),
+        ),
+        const Divider(height: 1),
+      ],
+    );
+  }
+}
+
+class _ScanJobChip extends ConsumerWidget {
+  const _ScanJobChip({required this.job});
+
+  final ProductJobSummary job;
+
+  @override
+  Widget build(BuildContext context, WidgetRef ref) {
+    final theme = Theme.of(context);
+    final isDone = job.status == 'done';
+    final isFailed = job.status == 'failed';
+    final isActive = !isDone && !isFailed;
+    final l10n = AppLocalizations.of(context)!;
+
+    return Padding(
+      padding: const EdgeInsets.symmetric(horizontal: 4, vertical: 8),
+      child: InkWell(
+        borderRadius: BorderRadius.circular(12),
+        onTap: isDone && job.result != null
+            ? () => context.push('/scan/confirm', extra: job.result!.items)
+            : null,
+        child: Container(
+          padding: const EdgeInsets.symmetric(horizontal: 12, vertical: 8),
+          decoration: BoxDecoration(
+            borderRadius: BorderRadius.circular(12),
+            color: theme.colorScheme.surfaceContainerHighest,
+          ),
+          child: Row(
+            mainAxisSize: MainAxisSize.min,
+            children: [
+              Icon(
+                job.jobType == 'receipt'
+                    ? Icons.receipt_long_outlined
+                    : Icons.camera_alt_outlined,
+                size: 20,
+                color: theme.colorScheme.onSurfaceVariant,
+              ),
+              const SizedBox(width: 8),
+              Column(
+                mainAxisAlignment: MainAxisAlignment.center,
+                crossAxisAlignment: CrossAxisAlignment.start,
+                children: [
+                  Text(
+                    job.jobType == 'receipt'
+                        ? l10n.jobTypeReceipt
+                        : l10n.jobTypeProducts,
+                    style: theme.textTheme.labelMedium,
+                  ),
+                  _StatusBadge(
+                    status: job.status,
+                    isFailed: isFailed,
+                    isActive: isActive,
+                  ),
+                ],
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}
+
+class _StatusBadge extends StatelessWidget {
+  const _StatusBadge({
+    required this.status,
+    required this.isFailed,
+    required this.isActive,
+  });
+
+  final String status;
+  final bool isFailed;
+  final bool isActive;
+
+  @override
+  Widget build(BuildContext context) {
+    final theme = Theme.of(context);
+    if (isActive) {
+      return Row(
+        mainAxisSize: MainAxisSize.min,
+        children: [
+          SizedBox(
+            width: 10,
+            height: 10,
+            child: CircularProgressIndicator(strokeWidth: 1.5),
+          ),
+          const SizedBox(width: 4),
+          Text(status, style: theme.textTheme.labelSmall),
+        ],
+      );
+    }
+    return Icon(
+      isFailed ? Icons.error_outline : Icons.check_circle_outline,
+      size: 14,
+      color: isFailed ? Colors.red : Colors.green,
+    );
+  }
+}
+
 // ---------------------------------------------------------------------------
 // Product list split into expiring / normal sections
 // ---------------------------------------------------------------------------
--- a/client/lib/features/scan/product_job_watch_screen.dart
+++ b/client/lib/features/scan/product_job_watch_screen.dart
@@ -0,0 +1,172 @@
+import 'package:flutter/material.dart';
+import 'package:flutter_riverpod/flutter_riverpod.dart';
+import 'package:go_router/go_router.dart';
+
+import '../../l10n/app_localizations.dart';
+import '../products/product_job_provider.dart';
+import 'recognition_service.dart';
+
+/// Watches a product recognition job via SSE and navigates to the confirmation
+/// screen when the job finishes.
+class ProductJobWatchScreen extends ConsumerStatefulWidget {
+  const ProductJobWatchScreen({super.key, required this.jobCreated});
+
+  final ProductJobCreated jobCreated;
+
+  @override
+  ConsumerState<ProductJobWatchScreen> createState() =>
+      _ProductJobWatchScreenState();
+}
+
+class _ProductJobWatchScreenState
+    extends ConsumerState<ProductJobWatchScreen> {
+  String? _errorMessage;
+  bool _navigated = false;
+
+  @override
+  Widget build(BuildContext context) {
+    final l10n = AppLocalizations.of(context)!;
+
+    ref.listen(
+      productJobStreamProvider(widget.jobCreated.jobId),
+      (previous, next) {
+        next.whenData((event) {
+          if (_navigated) return;
+          if (event is ProductJobDone) {
+            _navigated = true;
+            ref.invalidate(recentProductJobsProvider);
+            context.pushReplacement('/scan/confirm', extra: event.result.items);
+          } else if (event is ProductJobFailed) {
+            setState(() => _errorMessage = event.error);
+          }
+        });
+      },
+    );
+
+    final streamState =
+        ref.watch(productJobStreamProvider(widget.jobCreated.jobId));
+
+    return Scaffold(
+      appBar: AppBar(title: Text(l10n.processingProducts)),
+      body: _errorMessage != null
+          ? _ErrorBody(message: _errorMessage!)
+          : streamState.when(
+              loading: () => _ProgressBody(jobCreated: widget.jobCreated),
+              data: (event) => switch (event) {
+                ProductJobQueued(
+                  position: final position,
+                  estimatedSeconds: final estimated,
+                ) =>
+                  _QueuedBody(position: position, estimatedSeconds: estimated),
+                ProductJobProcessing() =>
+                  _ProcessingBody(label: l10n.processingProducts),
+                ProductJobDone() => _ProcessingBody(label: l10n.processingProducts),
+                ProductJobFailed(error: final err) => _ErrorBody(message: err),
+              },
+              error: (err, _) => _ErrorBody(message: err.toString()),
+            ),
+    );
+  }
+}
+
+class _ProgressBody extends StatelessWidget {
+  const _ProgressBody({required this.jobCreated});
+
+  final ProductJobCreated jobCreated;
+
+  @override
+  Widget build(BuildContext context) {
+    return _QueuedBody(
+      position: jobCreated.queuePosition,
+      estimatedSeconds: jobCreated.estimatedSeconds,
+    );
+  }
+}
+
+class _QueuedBody extends StatelessWidget {
+  const _QueuedBody(
+      {required this.position, required this.estimatedSeconds});
+
+  final int position;
+  final int estimatedSeconds;
+
+  @override
+  Widget build(BuildContext context) {
+    final l10n = AppLocalizations.of(context)!;
+    return Center(
+      child: Padding(
+        padding: const EdgeInsets.all(32),
+        child: Column(
+          mainAxisSize: MainAxisSize.min,
+          children: [
+            const CircularProgressIndicator(),
+            const SizedBox(height: 24),
+            Text(
+              l10n.processingProducts,
+              style: Theme.of(context).textTheme.titleMedium,
+            ),
+            if (position > 0) ...[
+              const SizedBox(height: 8),
+              Text(
+                '~${estimatedSeconds}s',
+                style: Theme.of(context).textTheme.bodySmall,
+              ),
+            ],
+          ],
+        ),
+      ),
+    );
+  }
+}
+
+class _ProcessingBody extends StatelessWidget {
+  const _ProcessingBody({required this.label});
+
+  final String label;
+
+  @override
+  Widget build(BuildContext context) {
+    return Center(
+      child: Column(
+        mainAxisSize: MainAxisSize.min,
+        children: [
+          const CircularProgressIndicator(),
+          const SizedBox(height: 24),
+          Text(label, style: Theme.of(context).textTheme.titleMedium),
+        ],
+      ),
+    );
+  }
+}
+
+class _ErrorBody extends StatelessWidget {
+  const _ErrorBody({required this.message});
+
+  final String message;
+
+  @override
+  Widget build(BuildContext context) {
+    return Center(
+      child: Padding(
+        padding: const EdgeInsets.all(32),
+        child: Column(
+          mainAxisSize: MainAxisSize.min,
+          children: [
+            const Icon(Icons.error_outline, size: 48, color: Colors.red),
+            const SizedBox(height: 16),
+            Text(
+              message,
+              textAlign: TextAlign.center,
+              style: Theme.of(context).textTheme.bodyMedium,
+            ),
+            const SizedBox(height: 24),
+            FilledButton(
+              onPressed: () => context.pop(),
+              child: const Text('Back'),
+            ),
+          ],
+        ),
+      ),
+    );
+  }
+}
--- a/client/lib/features/scan/recognition_service.dart
+++ b/client/lib/features/scan/recognition_service.dart
@@ -1,7 +1,6 @@
 import 'dart:async';
 import 'dart:convert';

-import 'package:dio/dio.dart';
 import 'package:flutter_riverpod/flutter_riverpod.dart';
 import 'package:http/http.dart' as http;
 import 'package:image_picker/image_picker.dart';
@@ -142,7 +141,110 @@ class DishResult {
 }

 // ---------------------------------------------------------------------------
-// Async job models
+// Product job models
+// ---------------------------------------------------------------------------
+
+/// Result of a completed product or receipt recognition job.
+class ProductJobResult {
+  final String jobType;
+  final List<RecognizedItem> items;
+  final List<UnrecognizedItem> unrecognized;
+
+  const ProductJobResult({
+    required this.jobType,
+    required this.items,
+    required this.unrecognized,
+  });
+
+  factory ProductJobResult.fromJson(Map<String, dynamic> json) {
+    return ProductJobResult(
+      jobType: json['job_type'] as String? ?? '',
+      items: (json['items'] as List<dynamic>? ?? [])
+          .map((element) => RecognizedItem.fromJson(element as Map<String, dynamic>))
+          .toList(),
+      unrecognized: (json['unrecognized'] as List<dynamic>? ?? [])
+          .map((element) => UnrecognizedItem.fromJson(element as Map<String, dynamic>))
+          .toList(),
+    );
+  }
+}
+
+/// The 202 response from POST /ai/recognize-receipt or /ai/recognize-products.
+class ProductJobCreated {
+  final String jobId;
+  final int queuePosition;
+  final int estimatedSeconds;
+
+  const ProductJobCreated({
+    required this.jobId,
+    required this.queuePosition,
+    required this.estimatedSeconds,
+  });
+
+  factory ProductJobCreated.fromJson(Map<String, dynamic> json) {
+    return ProductJobCreated(
+      jobId: json['job_id'] as String,
+      queuePosition: json['queue_position'] as int? ?? 0,
+      estimatedSeconds: json['estimated_seconds'] as int? ?? 0,
+    );
+  }
+}
+
+/// A lightweight summary of a product recognition job for list endpoints.
+class ProductJobSummary {
+  final String id;
+  final String jobType;
+  final String status;
+  final ProductJobResult? result;
+  final String? error;
+  final DateTime createdAt;
+
+  const ProductJobSummary({
+    required this.id,
+    required this.jobType,
+    required this.status,
+    this.result,
+    this.error,
+    required this.createdAt,
+  });
+
+  factory ProductJobSummary.fromJson(Map<String, dynamic> json) {
+    return ProductJobSummary(
+      id: json['id'] as String,
+      jobType: json['job_type'] as String? ?? '',
+      status: json['status'] as String? ?? '',
+      result: json['result'] != null
+          ? ProductJobResult.fromJson(json['result'] as Map<String, dynamic>)
+          : null,
+      error: json['error'] as String?,
+      createdAt: DateTime.parse(json['created_at'] as String),
+    );
+  }
+}
+
+/// Events emitted by the SSE stream for a product recognition job.
+sealed class ProductJobEvent {}
+
+class ProductJobQueued extends ProductJobEvent {
+  final int position;
+  final int estimatedSeconds;
+  ProductJobQueued({required this.position, required this.estimatedSeconds});
+}
+
+class ProductJobProcessing extends ProductJobEvent {}
+
+class ProductJobDone extends ProductJobEvent {
+  final ProductJobResult result;
+  ProductJobDone(this.result);
+}
+
+class ProductJobFailed extends ProductJobEvent {
+  final String error;
+  ProductJobFailed(this.error);
+}
+
+// ---------------------------------------------------------------------------
+// Dish job models
 // ---------------------------------------------------------------------------

 /// A lightweight summary of a dish recognition job (no image payload).
@@ -239,32 +341,71 @@ class RecognitionService {
  final AppConfig _appConfig;
  final String Function() _languageGetter;

-  /// Recognizes food items from a receipt photo.
-  Future<ReceiptResult> recognizeReceipt(XFile image) async {
+  /// Submits a receipt image for async recognition.
+  /// Returns immediately with a [ProductJobCreated] containing the job ID.
+  Future<ProductJobCreated> submitReceiptRecognition(XFile image) async {
    final payload = await _buildImagePayload(image);
    final data = await _client.post('/ai/recognize-receipt', data: payload);
-    return ReceiptResult(
-      items: (data['items'] as List<dynamic>? ?? [])
-          .map((element) => RecognizedItem.fromJson(element as Map<String, dynamic>))
-          .toList(),
-      unrecognized: (data['unrecognized'] as List<dynamic>? ?? [])
-          .map((element) => UnrecognizedItem.fromJson(element as Map<String, dynamic>))
-          .toList(),
-    );
+    return ProductJobCreated.fromJson(data);
  }

-  /// Recognizes food items from 1–3 product photos.
-  Future<List<RecognizedItem>> recognizeProducts(List<XFile> images) async {
+  /// Submits 1–3 product images for async recognition.
+  /// Returns immediately with a [ProductJobCreated] containing the job ID.
+  Future<ProductJobCreated> submitProductsRecognition(List<XFile> images) async {
    final imageList = await Future.wait(images.map(_buildImagePayload));
    final data = await _client.post(
      '/ai/recognize-products',
      data: {'images': imageList},
    );
-    return (data['items'] as List<dynamic>? ?? [])
-        .map((element) => RecognizedItem.fromJson(element as Map<String, dynamic>))
+    return ProductJobCreated.fromJson(data);
+  }
+
+  /// Returns product recognition jobs from the last 7 days.
+  Future<List<ProductJobSummary>> listRecentProductJobs() async {
+    final data = await _client.getList('/ai/product-jobs');
+    return data
+        .map((element) =>
+            ProductJobSummary.fromJson(element as Map<String, dynamic>))
        .toList();
  }

+  /// Returns all product recognition jobs for the current user, newest first.
+  Future<List<ProductJobSummary>> listAllProductJobs() async {
+    final data = await _client.getList('/ai/product-jobs/history');
+    return data
+        .map((element) =>
+            ProductJobSummary.fromJson(element as Map<String, dynamic>))
+        .toList();
+  }
+
+  /// Opens an SSE stream for product job [jobId] and emits [ProductJobEvent]s
+  /// until the job reaches a terminal state or the stream is cancelled.
+  Stream<ProductJobEvent> streamProductJobEvents(String jobId) async* {
+    final streamUri = Uri.parse('${_appConfig.apiBaseUrl}/ai/product-jobs/$jobId/stream');
+    await for (final parsed in _openSseStream(streamUri)) {
+      final eventName = parsed.$1;
+      final json = parsed.$2;
+      ProductJobEvent? event;
+      switch (eventName) {
+        case 'queued':
+          event = ProductJobQueued(
+            position: json['position'] as int? ?? 0,
+            estimatedSeconds: json['estimated_seconds'] as int? ?? 0,
+          );
+        case 'processing':
+          event = ProductJobProcessing();
+        case 'done':
+          event = ProductJobDone(ProductJobResult.fromJson(json));
+        case 'failed':
+          event = ProductJobFailed(json['error'] as String? ?? 'Recognition failed');
+      }
+      if (event != null) {
+        yield event;
+        if (event is ProductJobDone || event is ProductJobFailed) return;
+      }
+    }
+  }
+
  /// Submits a dish image for async recognition.
  /// Returns a [DishJobCreated] with the job ID and queue position.
  Future<DishJobCreated> submitDishRecognition(
@@ -298,21 +439,45 @@ class RecognitionService {
        .toList();
  }

-  /// Opens an SSE stream for job [jobId] and emits [DishJobEvent]s until the
-  /// job reaches a terminal state (done or failed) or the stream is cancelled.
+  /// Opens an SSE stream for dish job [jobId] and emits [DishJobEvent]s until
+  /// the job reaches a terminal state (done or failed) or the stream is cancelled.
+  Stream<DishJobEvent> streamJobEvents(String jobId) async* {
+    final streamUri = Uri.parse('${_appConfig.apiBaseUrl}/ai/jobs/$jobId/stream');
+    await for (final parsed in _openSseStream(streamUri)) {
+      final eventName = parsed.$1;
+      final json = parsed.$2;
+      DishJobEvent? event;
+      switch (eventName) {
+        case 'queued':
+          event = DishJobQueued(
+            position: json['position'] as int? ?? 0,
+            estimatedSeconds: json['estimated_seconds'] as int? ?? 0,
+          );
+        case 'processing':
+          event = DishJobProcessing();
+        case 'done':
+          event = DishJobDone(DishResult.fromJson(json));
+        case 'failed':
+          event = DishJobFailed(json['error'] as String? ?? 'Recognition failed');
+      }
+      if (event != null) {
+        yield event;
+        if (event is DishJobDone || event is DishJobFailed) return;
+      }
+    }
+  }
+
+  /// Opens a raw SSE connection and emits (eventName, jsonData) pairs.
  ///
  /// Uses [http.Client] instead of Dio because on Flutter Web Dio relies on
-  /// XHR which does not support SSE streaming. [http.BrowserClient] reads the
-  /// response via XHR onProgress events and delivers chunks before the
-  /// connection is closed.
-  Stream<DishJobEvent> streamJobEvents(String jobId) async* {
+  /// XHR which does not support SSE streaming.
+  Stream<(String, Map<String, dynamic>)> _openSseStream(Uri streamUri) async* {
    final token = await _storage.getAccessToken();
    final language = _languageGetter();
-    final uri = Uri.parse('${_appConfig.apiBaseUrl}/ai/jobs/$jobId/stream');

    final httpClient = http.Client();
    try {
-      final request = http.Request('GET', uri)
+      final request = http.Request('GET', streamUri)
        ..headers['Authorization'] = token != null ? 'Bearer $token' : ''
        ..headers['Accept'] = 'text/event-stream'
        ..headers['Accept-Language'] = language
@@ -329,7 +494,6 @@ class RecognitionService {
        buffer.write(chunk);
        final text = buffer.toString();

-        // Process complete SSE messages (terminated by \n\n).
        int doubleNewlineIndex;
        var remaining = text;
        while ((doubleNewlineIndex = remaining.indexOf('\n\n')) != -1) {
@@ -341,10 +505,13 @@ class RecognitionService {
              currentEventName = line.substring(6).trim();
            } else if (line.startsWith('data:')) {
              final dataPayload = line.substring(5).trim();
-              final event = _parseSseEvent(currentEventName, dataPayload);
-              if (event != null) {
-                yield event;
-                if (event is DishJobDone || event is DishJobFailed) return;
+              try {
+                final jsonData = jsonDecode(dataPayload) as Map<String, dynamic>;
+                if (currentEventName != null) {
+                  yield (currentEventName, jsonData);
+                }
+              } catch (_) {
+                // Malformed JSON — skip this message.
              }
              currentEventName = null;
            }
@@ -360,29 +527,6 @@ class RecognitionService {
    }
  }

-  DishJobEvent? _parseSseEvent(String? eventName, String dataPayload) {
-    try {
-      final json = jsonDecode(dataPayload) as Map<String, dynamic>;
-      switch (eventName) {
-        case 'queued':
-          return DishJobQueued(
-            position: json['position'] as int? ?? 0,
-            estimatedSeconds: json['estimated_seconds'] as int? ?? 0,
-          );
-        case 'processing':
-          return DishJobProcessing();
-        case 'done':
-          return DishJobDone(DishResult.fromJson(json));
-        case 'failed':
-          return DishJobFailed(json['error'] as String? ?? 'Recognition failed');
-        default:
-          return null;
-      }
-    } catch (_) {
-      return null;
-    }
-  }
-
  Future<Map<String, String>> _buildImagePayload(XFile image) async {
    final bytes = await image.readAsBytes();
    final base64Data = base64Encode(bytes);
--- a/client/lib/features/scan/scan_screen.dart
+++ b/client/lib/features/scan/scan_screen.dart
@@ -82,30 +82,26 @@ class _ScanScreenState extends ConsumerState<ScanScreen> {
    final service = ref.read(recognitionServiceProvider);
    final l10n = AppLocalizations.of(context)!;

-    // Show loading overlay while the AI processes.
    showDialog(
      context: context,
      barrierDismissible: false,
-      builder: (dialogContext) => _LoadingDialog(label: l10n.recognizing),
+      builder: (dialogContext) => _LoadingDialog(label: l10n.scanSubmitting),
    );

    try {
+      ProductJobCreated jobCreated;
      switch (mode) {
        case _Mode.receipt:
-          final result = await service.recognizeReceipt(files.first);
-          if (context.mounted) {
-            Navigator.pop(context); // close loading
-            context.push('/scan/confirm', extra: result.items);
-          }
+          jobCreated = await service.submitReceiptRecognition(files.first);
        case _Mode.products:
-          final items = await service.recognizeProducts(files);
-          if (context.mounted) {
-            Navigator.pop(context);
-            context.push('/scan/confirm', extra: items);
-          }
+          jobCreated = await service.submitProductsRecognition(files);
+      }
+      if (context.mounted) {
+        Navigator.pop(context); // close loading dialog
+        context.push('/scan/product-job-watch', extra: jobCreated);
      }
    } catch (recognitionError) {
-      debugPrint('Recognition error: $recognitionError');
+      debugPrint('Recognition submit error: $recognitionError');
      if (context.mounted) {
        Navigator.pop(context); // close loading
        ScaffoldMessenger.of(context).showSnackBar(
--- a/client/lib/l10n/app_ar.arb
+++ b/client/lib/l10n/app_ar.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "تخطي اختيار المنتجات",
  "planProductsSkipNoProducts": "التخطيط بدون منتجات",
  "planProductsSelectAll": "تحديد الكل",
-  "planProductsDeselectAll": "إلغاء تحديد الكل"
+  "planProductsDeselectAll": "إلغاء تحديد الكل",
+  "recentScans": "عمليات المسح الأخيرة",
+  "seeAllScans": "عرض الكل",
+  "productJobHistoryTitle": "سجل المسح",
+  "jobTypeReceipt": "إيصال",
+  "jobTypeProducts": "منتجات",
+  "scanSubmitting": "جارٍ الإرسال...",
+  "processingProducts": "جارٍ المعالجة..."
 }
--- a/client/lib/l10n/app_de.arb
+++ b/client/lib/l10n/app_de.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Produktauswahl überspringen",
  "planProductsSkipNoProducts": "Ohne Produkte planen",
  "planProductsSelectAll": "Alle auswählen",
-  "planProductsDeselectAll": "Alle abwählen"
+  "planProductsDeselectAll": "Alle abwählen",
+  "recentScans": "Letzte Scans",
+  "seeAllScans": "Alle",
+  "productJobHistoryTitle": "Scan-Verlauf",
+  "jobTypeReceipt": "Kassenbon",
+  "jobTypeProducts": "Produkte",
+  "scanSubmitting": "Wird gesendet...",
+  "processingProducts": "Verarbeitung..."
 }
--- a/client/lib/l10n/app_en.arb
+++ b/client/lib/l10n/app_en.arb
@@ -28,7 +28,9 @@
  "queuePosition": "Position {position}",
  "@queuePosition": {
    "placeholders": {
-      "position": { "type": "int" }
+      "position": {
+        "type": "int"
+      }
    }
  },
  "processing": "Processing...",
@@ -116,7 +118,9 @@
  "noResultsForQuery": "Nothing found for \"{query}\"",
  "@noResultsForQuery": {
    "placeholders": {
-      "query": { "type": "String" }
+      "query": {
+        "type": "String"
+      }
    }
  },
  "servingsLabel": "Servings",
@@ -125,7 +129,9 @@
  "planningForDate": "Planning for {date}",
  "@planningForDate": {
    "placeholders": {
-      "date": { "type": "String" }
+      "date": {
+        "type": "String"
+      }
    }
  },
  "markAsEaten": "Mark as eaten",
@@ -134,7 +140,6 @@
  "generateWeekSubtitle": "AI will create a menu with breakfast, lunch and dinner for the whole week",
  "generatingMenu": "Generating menu...",
  "dayPlannedLabel": "Day planned",
-
  "planMenuButton": "Plan meals",
  "planMenuTitle": "What to plan?",
  "planOptionSingleMeal": "Single meal",
@@ -149,16 +154,23 @@
  "planSelectMealType": "Meal type",
  "planSelectRange": "Select period",
  "planGenerateButton": "Plan",
-  "planGenerating": "Generating plan\u2026",
+  "planGenerating": "Generating plan…",
  "planSuccess": "Menu planned!",
  "planProductsTitle": "Products for the menu",
  "planProductsSubtitle": "AI will take the selected products into account when generating recipes",
  "planProductsEmpty": "No products added",
-  "planProductsEmptyMessage": "Add products you have at home \u2014 AI will suggest recipes from what you already have",
+  "planProductsEmptyMessage": "Add products you have at home — AI will suggest recipes from what you already have",
  "planProductsAddProducts": "Add products",
  "planProductsContinue": "Continue",
  "planProductsSkip": "Skip product selection",
  "planProductsSkipNoProducts": "Plan without products",
  "planProductsSelectAll": "Select all",
-  "planProductsDeselectAll": "Deselect all"
+  "planProductsDeselectAll": "Deselect all",
+  "recentScans": "Recent scans",
+  "seeAllScans": "See all",
+  "productJobHistoryTitle": "Scan history",
+  "jobTypeReceipt": "Receipt",
+  "jobTypeProducts": "Products",
+  "scanSubmitting": "Submitting...",
+  "processingProducts": "Processing..."
 }
--- a/client/lib/l10n/app_es.arb
+++ b/client/lib/l10n/app_es.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Omitir selección de productos",
  "planProductsSkipNoProducts": "Planificar sin productos",
  "planProductsSelectAll": "Seleccionar todo",
-  "planProductsDeselectAll": "Deseleccionar todo"
+  "planProductsDeselectAll": "Deseleccionar todo",
+  "recentScans": "Escaneos recientes",
+  "seeAllScans": "Ver todos",
+  "productJobHistoryTitle": "Historial de escaneos",
+  "jobTypeReceipt": "Ticket",
+  "jobTypeProducts": "Productos",
+  "scanSubmitting": "Enviando...",
+  "processingProducts": "Procesando..."
 }
--- a/client/lib/l10n/app_fr.arb
+++ b/client/lib/l10n/app_fr.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Ignorer la sélection des produits",
  "planProductsSkipNoProducts": "Planifier sans produits",
  "planProductsSelectAll": "Tout sélectionner",
-  "planProductsDeselectAll": "Tout désélectionner"
+  "planProductsDeselectAll": "Tout désélectionner",
+  "recentScans": "Scans récents",
+  "seeAllScans": "Tout voir",
+  "productJobHistoryTitle": "Historique des scans",
+  "jobTypeReceipt": "Reçu",
+  "jobTypeProducts": "Produits",
+  "scanSubmitting": "Envoi...",
+  "processingProducts": "Traitement..."
 }
--- a/client/lib/l10n/app_hi.arb
+++ b/client/lib/l10n/app_hi.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "उत्पाद चयन छोड़ें",
  "planProductsSkipNoProducts": "उत्पादों के बिना योजना बनाएं",
  "planProductsSelectAll": "सभी चुनें",
-  "planProductsDeselectAll": "सभी हटाएं"
+  "planProductsDeselectAll": "सभी हटाएं",
+  "recentScans": "हाल के स्कैन",
+  "seeAllScans": "सभी देखें",
+  "productJobHistoryTitle": "स्कैन इतिहास",
+  "jobTypeReceipt": "रसीद",
+  "jobTypeProducts": "उत्पाद",
+  "scanSubmitting": "सबमिट हो रहा है...",
+  "processingProducts": "प्रोसेस हो रहा है..."
 }
--- a/client/lib/l10n/app_it.arb
+++ b/client/lib/l10n/app_it.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Salta la selezione dei prodotti",
  "planProductsSkipNoProducts": "Pianifica senza prodotti",
  "planProductsSelectAll": "Seleziona tutto",
-  "planProductsDeselectAll": "Deseleziona tutto"
+  "planProductsDeselectAll": "Deseleziona tutto",
+  "recentScans": "Scansioni recenti",
+  "seeAllScans": "Vedi tutto",
+  "productJobHistoryTitle": "Cronologia scansioni",
+  "jobTypeReceipt": "Scontrino",
+  "jobTypeProducts": "Prodotti",
+  "scanSubmitting": "Invio...",
+  "processingProducts": "Elaborazione..."
 }
--- a/client/lib/l10n/app_ja.arb
+++ b/client/lib/l10n/app_ja.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "食材選択をスキップ",
  "planProductsSkipNoProducts": "食材なしでプランニング",
  "planProductsSelectAll": "すべて選択",
-  "planProductsDeselectAll": "すべて解除"
+  "planProductsDeselectAll": "すべて解除",
+  "recentScans": "最近のスキャン",
+  "seeAllScans": "すべて表示",
+  "productJobHistoryTitle": "スキャン履歴",
+  "jobTypeReceipt": "レシート",
+  "jobTypeProducts": "商品",
+  "scanSubmitting": "送信中...",
+  "processingProducts": "処理中..."
 }
--- a/client/lib/l10n/app_ko.arb
+++ b/client/lib/l10n/app_ko.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "재료 선택 건너뛰기",
  "planProductsSkipNoProducts": "재료 없이 계획하기",
  "planProductsSelectAll": "모두 선택",
-  "planProductsDeselectAll": "모두 해제"
+  "planProductsDeselectAll": "모두 해제",
+  "recentScans": "최근 스캔",
+  "seeAllScans": "전체 보기",
+  "productJobHistoryTitle": "스캔 기록",
+  "jobTypeReceipt": "영수증",
+  "jobTypeProducts": "제품",
+  "scanSubmitting": "제출 중...",
+  "processingProducts": "처리 중..."
 }
--- a/client/lib/l10n/app_localizations.dart
+++ b/client/lib/l10n/app_localizations.dart
@@ -987,6 +987,48 @@ abstract class AppLocalizations {
  /// In en, this message translates to:
  /// **'Deselect all'**
  String get planProductsDeselectAll;
+
+  /// No description provided for @recentScans.
+  ///
+  /// In en, this message translates to:
+  /// **'Recent scans'**
+  String get recentScans;
+
+  /// No description provided for @seeAllScans.
+  ///
+  /// In en, this message translates to:
+  /// **'See all'**
+  String get seeAllScans;
+
+  /// No description provided for @productJobHistoryTitle.
+  ///
+  /// In en, this message translates to:
+  /// **'Scan history'**
+  String get productJobHistoryTitle;
+
+  /// No description provided for @jobTypeReceipt.
+  ///
+  /// In en, this message translates to:
+  /// **'Receipt'**
+  String get jobTypeReceipt;
+
+  /// No description provided for @jobTypeProducts.
+  ///
+  /// In en, this message translates to:
+  /// **'Products'**
+  String get jobTypeProducts;
+
+  /// No description provided for @scanSubmitting.
+  ///
+  /// In en, this message translates to:
+  /// **'Submitting...'**
+  String get scanSubmitting;
+
+  /// No description provided for @processingProducts.
+  ///
+  /// In en, this message translates to:
+  /// **'Processing...'**
+  String get processingProducts;
 }

 class _AppLocalizationsDelegate
--- a/client/lib/l10n/app_localizations_ar.dart
+++ b/client/lib/l10n/app_localizations_ar.dart
@@ -452,4 +452,25 @@ class AppLocalizationsAr extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'إلغاء تحديد الكل';
+
+  @override
+  String get recentScans => 'عمليات المسح الأخيرة';
+
+  @override
+  String get seeAllScans => 'عرض الكل';
+
+  @override
+  String get productJobHistoryTitle => 'سجل المسح';
+
+  @override
+  String get jobTypeReceipt => 'إيصال';
+
+  @override
+  String get jobTypeProducts => 'منتجات';
+
+  @override
+  String get scanSubmitting => 'جارٍ الإرسال...';
+
+  @override
+  String get processingProducts => 'جارٍ المعالجة...';
 }
--- a/client/lib/l10n/app_localizations_de.dart
+++ b/client/lib/l10n/app_localizations_de.dart
@@ -454,4 +454,25 @@ class AppLocalizationsDe extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Alle abwählen';
+
+  @override
+  String get recentScans => 'Letzte Scans';
+
+  @override
+  String get seeAllScans => 'Alle';
+
+  @override
+  String get productJobHistoryTitle => 'Scan-Verlauf';
+
+  @override
+  String get jobTypeReceipt => 'Kassenbon';
+
+  @override
+  String get jobTypeProducts => 'Produkte';
+
+  @override
+  String get scanSubmitting => 'Wird gesendet...';
+
+  @override
+  String get processingProducts => 'Verarbeitung...';
 }
--- a/client/lib/l10n/app_localizations_en.dart
+++ b/client/lib/l10n/app_localizations_en.dart
@@ -452,4 +452,25 @@ class AppLocalizationsEn extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Deselect all';
+
+  @override
+  String get recentScans => 'Recent scans';
+
+  @override
+  String get seeAllScans => 'See all';
+
+  @override
+  String get productJobHistoryTitle => 'Scan history';
+
+  @override
+  String get jobTypeReceipt => 'Receipt';
+
+  @override
+  String get jobTypeProducts => 'Products';
+
+  @override
+  String get scanSubmitting => 'Submitting...';
+
+  @override
+  String get processingProducts => 'Processing...';
 }
--- a/client/lib/l10n/app_localizations_es.dart
+++ b/client/lib/l10n/app_localizations_es.dart
@@ -454,4 +454,25 @@ class AppLocalizationsEs extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Deseleccionar todo';
+
+  @override
+  String get recentScans => 'Escaneos recientes';
+
+  @override
+  String get seeAllScans => 'Ver todos';
+
+  @override
+  String get productJobHistoryTitle => 'Historial de escaneos';
+
+  @override
+  String get jobTypeReceipt => 'Ticket';
+
+  @override
+  String get jobTypeProducts => 'Productos';
+
+  @override
+  String get scanSubmitting => 'Enviando...';
+
+  @override
+  String get processingProducts => 'Procesando...';
 }
--- a/client/lib/l10n/app_localizations_fr.dart
+++ b/client/lib/l10n/app_localizations_fr.dart
@@ -455,4 +455,25 @@ class AppLocalizationsFr extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Tout désélectionner';
+
+  @override
+  String get recentScans => 'Scans récents';
+
+  @override
+  String get seeAllScans => 'Tout voir';
+
+  @override
+  String get productJobHistoryTitle => 'Historique des scans';
+
+  @override
+  String get jobTypeReceipt => 'Reçu';
+
+  @override
+  String get jobTypeProducts => 'Produits';
+
+  @override
+  String get scanSubmitting => 'Envoi...';
+
+  @override
+  String get processingProducts => 'Traitement...';
 }
--- a/client/lib/l10n/app_localizations_hi.dart
+++ b/client/lib/l10n/app_localizations_hi.dart
@@ -453,4 +453,25 @@ class AppLocalizationsHi extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'सभी हटाएं';
+
+  @override
+  String get recentScans => 'हाल के स्कैन';
+
+  @override
+  String get seeAllScans => 'सभी देखें';
+
+  @override
+  String get productJobHistoryTitle => 'स्कैन इतिहास';
+
+  @override
+  String get jobTypeReceipt => 'रसीद';
+
+  @override
+  String get jobTypeProducts => 'उत्पाद';
+
+  @override
+  String get scanSubmitting => 'सबमिट हो रहा है...';
+
+  @override
+  String get processingProducts => 'प्रोसेस हो रहा है...';
 }
--- a/client/lib/l10n/app_localizations_it.dart
+++ b/client/lib/l10n/app_localizations_it.dart
@@ -454,4 +454,25 @@ class AppLocalizationsIt extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Deseleziona tutto';
+
+  @override
+  String get recentScans => 'Scansioni recenti';
+
+  @override
+  String get seeAllScans => 'Vedi tutto';
+
+  @override
+  String get productJobHistoryTitle => 'Cronologia scansioni';
+
+  @override
+  String get jobTypeReceipt => 'Scontrino';
+
+  @override
+  String get jobTypeProducts => 'Prodotti';
+
+  @override
+  String get scanSubmitting => 'Invio...';
+
+  @override
+  String get processingProducts => 'Elaborazione...';
 }
--- a/client/lib/l10n/app_localizations_ja.dart
+++ b/client/lib/l10n/app_localizations_ja.dart
@@ -449,4 +449,25 @@ class AppLocalizationsJa extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'すべて解除';
+
+  @override
+  String get recentScans => '最近のスキャン';
+
+  @override
+  String get seeAllScans => 'すべて表示';
+
+  @override
+  String get productJobHistoryTitle => 'スキャン履歴';
+
+  @override
+  String get jobTypeReceipt => 'レシート';
+
+  @override
+  String get jobTypeProducts => '商品';
+
+  @override
+  String get scanSubmitting => '送信中...';
+
+  @override
+  String get processingProducts => '処理中...';
 }
--- a/client/lib/l10n/app_localizations_ko.dart
+++ b/client/lib/l10n/app_localizations_ko.dart
@@ -449,4 +449,25 @@ class AppLocalizationsKo extends AppLocalizations {

  @override
  String get planProductsDeselectAll => '모두 해제';
+
+  @override
+  String get recentScans => '최근 스캔';
+
+  @override
+  String get seeAllScans => '전체 보기';
+
+  @override
+  String get productJobHistoryTitle => '스캔 기록';
+
+  @override
+  String get jobTypeReceipt => '영수증';
+
+  @override
+  String get jobTypeProducts => '제품';
+
+  @override
+  String get scanSubmitting => '제출 중...';
+
+  @override
+  String get processingProducts => '처리 중...';
 }
--- a/client/lib/l10n/app_localizations_pt.dart
+++ b/client/lib/l10n/app_localizations_pt.dart
@@ -454,4 +454,25 @@ class AppLocalizationsPt extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Desmarcar tudo';
+
+  @override
+  String get recentScans => 'Scans recentes';
+
+  @override
+  String get seeAllScans => 'Ver tudo';
+
+  @override
+  String get productJobHistoryTitle => 'Histórico de scans';
+
+  @override
+  String get jobTypeReceipt => 'Recibo';
+
+  @override
+  String get jobTypeProducts => 'Produtos';
+
+  @override
+  String get scanSubmitting => 'Enviando...';
+
+  @override
+  String get processingProducts => 'Processando...';
 }
--- a/client/lib/l10n/app_localizations_ru.dart
+++ b/client/lib/l10n/app_localizations_ru.dart
@@ -452,4 +452,25 @@ class AppLocalizationsRu extends AppLocalizations {

  @override
  String get planProductsDeselectAll => 'Снять всё';
+
+  @override
+  String get recentScans => 'Последние сканирования';
+
+  @override
+  String get seeAllScans => 'Все';
+
+  @override
+  String get productJobHistoryTitle => 'История сканирования';
+
+  @override
+  String get jobTypeReceipt => 'Чек';
+
+  @override
+  String get jobTypeProducts => 'Продукты';
+
+  @override
+  String get scanSubmitting => 'Отправка...';
+
+  @override
+  String get processingProducts => 'Обработка...';
 }
--- a/client/lib/l10n/app_localizations_zh.dart
+++ b/client/lib/l10n/app_localizations_zh.dart
@@ -448,4 +448,25 @@ class AppLocalizationsZh extends AppLocalizations {

  @override
  String get planProductsDeselectAll => '取消全选';
+
+  @override
+  String get recentScans => '最近扫描';
+
+  @override
+  String get seeAllScans => '全部';
+
+  @override
+  String get productJobHistoryTitle => '扫描历史';
+
+  @override
+  String get jobTypeReceipt => '收据';
+
+  @override
+  String get jobTypeProducts => '产品';
+
+  @override
+  String get scanSubmitting => '提交中...';
+
+  @override
+  String get processingProducts => '处理中...';
 }
--- a/client/lib/l10n/app_pt.arb
+++ b/client/lib/l10n/app_pt.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Pular seleção de produtos",
  "planProductsSkipNoProducts": "Planejar sem produtos",
  "planProductsSelectAll": "Selecionar tudo",
-  "planProductsDeselectAll": "Desmarcar tudo"
+  "planProductsDeselectAll": "Desmarcar tudo",
+  "recentScans": "Scans recentes",
+  "seeAllScans": "Ver tudo",
+  "productJobHistoryTitle": "Histórico de scans",
+  "jobTypeReceipt": "Recibo",
+  "jobTypeProducts": "Produtos",
+  "scanSubmitting": "Enviando...",
+  "processingProducts": "Processando..."
 }
--- a/client/lib/l10n/app_ru.arb
+++ b/client/lib/l10n/app_ru.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "Пропустить выбор продуктов",
  "planProductsSkipNoProducts": "Планировать без продуктов",
  "planProductsSelectAll": "Выбрать все",
-  "planProductsDeselectAll": "Снять всё"
+  "planProductsDeselectAll": "Снять всё",
+  "recentScans": "Последние сканирования",
+  "seeAllScans": "Все",
+  "productJobHistoryTitle": "История сканирования",
+  "jobTypeReceipt": "Чек",
+  "jobTypeProducts": "Продукты",
+  "scanSubmitting": "Отправка...",
+  "processingProducts": "Обработка..."
 }
--- a/client/lib/l10n/app_zh.arb
+++ b/client/lib/l10n/app_zh.arb
@@ -165,5 +165,12 @@
  "planProductsSkip": "跳过食材选择",
  "planProductsSkipNoProducts": "不选食材直接规划",
  "planProductsSelectAll": "全选",
-  "planProductsDeselectAll": "取消全选"
+  "planProductsDeselectAll": "取消全选",
+  "recentScans": "最近扫描",
+  "seeAllScans": "全部",
+  "productJobHistoryTitle": "扫描历史",
+  "jobTypeReceipt": "收据",
+  "jobTypeProducts": "产品",
+  "scanSubmitting": "提交中...",
+  "processingProducts": "处理中..."
 }