Implement AI recommendations for multiple companies and enhance company context handling

- Added functionality to retrieve merged AI recommendations for multiple companies, improving the relevance of tender suggestions based on company-specific data.
- Introduced normalization functions to clean and deduplicate company IDs, ensuring accurate processing of recommendations.
- Enhanced the company context resolution in customer middleware to support multiple assigned companies, improving the handling of company-specific requests.
- Updated the tender recommendation logic to utilize the new merged recommendations and handle exclusions for rejected tenders accordingly.
- Added unit tests to verify the new recommendation merging logic and company ID normalization, ensuring robust functionality.

This update significantly enhances the tender recommendation process by allowing for more comprehensive and relevant suggestions based on multiple company contexts, improving user experience and satisfaction.

cmd/web/main.go

@@ -242,7 +242,7 @@ func main() {
 	categoryService := company_category.NewService(categoryRepository, logger)
 	companyService := company.NewService(companyRepository, categoryService, fileStoreService, aiRecommendationClient, redisClient, conf.AISummarizer.RecommendationCacheTTL, logger)
 	customerService := customer.NewService(customerRepository, logger, customerAuthService, companyService, redisClient, notificationSDK, customerValidator, auditLogger)
-	tenderService := tender.NewService(tenderRepository, companyService, customerService, logger, aiSummarizerClient, aiSummarizerStorage, conf.AISummarizer.DefaultLanguage)
+	tenderService := tender.NewService(tenderRepository, companyService, customerService, tenderApprovalRepository, logger, aiSummarizerClient, aiSummarizerStorage, conf.AISummarizer.DefaultLanguage)
 	feedbackService := feedback.NewService(feedbackRepo, tenderService, companyService, logger)
 	tenderApprovalService := tender_approval.NewService(tenderApprovalRepository, tenderService, logger)
 	inquiryService := inquiry.NewService(inquiryRepository, notificationSDK, logger, xssPolicy)

internal/company/handler.go

@@ -101,6 +101,21 @@ func (h *Handler) StartOnboarding(c echo.Context) error {
 // @Security BearerAuth
 // @Router /api/v1/recommend [post]
 func (h *Handler) RecommendTenders(c echo.Context) error {
+	if companyIDs, ok := c.Get("company_ids").([]string); ok && len(companyIDs) > 0 {
+		result, err := h.service.GetMergedAIRecommendations(c.Request().Context(), companyIDs)
+		if err != nil {
+			if errors.Is(err, ErrAIRecommendationNotConfigured) {
+				return response.ServiceUnavailable(c, "AI recommendation service is not configured")
+			}
+			if err.Error() == "company not found" {
+				return response.NotFound(c, "Company not found")
+			}
+			return response.InternalServerError(c, "Failed to retrieve AI recommendations")
+		}
+
+		return response.Success(c, result, "AI recommendations retrieved successfully")
+	}
+
 	companyID, err := user.GetCompanyIDFromContext(c)
 	if err != nil {
 		return response.Unauthorized(c, "User not authenticated")

internal/company/recommendation.go

@@ -24,6 +24,44 @@ const (
 	recommendationFetchInitialDelay = 10 * time.Second
 )
 
+func normalizeRecommendationCompanyIDs(companyIDs []string) []string {
+	normalized := make([]string, 0, len(companyIDs))
+	seen := make(map[string]struct{}, len(companyIDs))
+	for _, companyID := range companyIDs {
+		clean := strings.TrimSpace(companyID)
+		if clean == "" {
+			continue
+		}
+		if _, ok := seen[clean]; ok {
+			continue
+		}
+		seen[clean] = struct{}{}
+		normalized = append(normalized, clean)
+	}
+	return normalized
+}
+
+func mergeRecommendedTenders(recommendationLists ...[]RecommendedTenderResponse) []RecommendedTenderResponse {
+	merged := make([]RecommendedTenderResponse, 0)
+	seen := make(map[string]struct{})
+	for _, recommendations := range recommendationLists {
+		for _, recommendation := range recommendations {
+			tenderID := strings.TrimSpace(recommendation.TenderID)
+			if tenderID == "" {
+				continue
+			}
+			if _, ok := seen[tenderID]; ok {
+				continue
+			}
+			seen[tenderID] = struct{}{}
+			recommendation.TenderID = tenderID
+			recommendation.Analysis = strings.TrimSpace(recommendation.Analysis)
+			merged = append(merged, recommendation)
+		}
+	}
+	return merged
+}
+
 func aiRecommendationCacheKey(companyID string) string {
 	return aiRecommendationCacheKeyPrefix + companyID
 }
@@ -182,6 +220,29 @@ func (s *companyService) GetAIRecommendations(ctx context.Context, companyID str
 	return []RecommendedTenderResponse{}, nil
 }
 
+// GetMergedAIRecommendations unions cached AI recommendations across multiple companies.
+func (s *companyService) GetMergedAIRecommendations(ctx context.Context, companyIDs []string) ([]RecommendedTenderResponse, error) {
+	if s.aiRecommendationClient == nil {
+		return nil, ErrAIRecommendationNotConfigured
+	}
+
+	normalized := normalizeRecommendationCompanyIDs(companyIDs)
+	if len(normalized) == 0 {
+		return []RecommendedTenderResponse{}, nil
+	}
+
+	recommendationLists := make([][]RecommendedTenderResponse, 0, len(normalized))
+	for _, companyID := range normalized {
+		recommendations, err := s.GetAIRecommendations(ctx, companyID)
+		if err != nil {
+			return nil, err
+		}
+		recommendationLists = append(recommendationLists, recommendations)
+	}
+
+	return mergeRecommendedTenders(recommendationLists...), nil
+}
+
 func (s *companyService) scheduleRecommendationRefreshAfterOnboarding(companyID string) {
 	if s.aiRecommendationClient == nil {
 		return

internal/company/recommendation_test.go

@@ -0,0 +1,44 @@
+package company
+
+import "testing"
+
+func TestMergeRecommendedTenders(t *testing.T) {
+	first := []RecommendedTenderResponse{
+		{Rank: 1, TenderID: " PROC-1 ", Analysis: " first "},
+		{Rank: 2, TenderID: "PROC-2", Analysis: "second"},
+	}
+	second := []RecommendedTenderResponse{
+		{Rank: 1, TenderID: "PROC-2", Analysis: "duplicate"},
+		{Rank: 3, TenderID: "PROC-3", Analysis: "third"},
+		{Rank: 4, TenderID: "   ", Analysis: "ignored"},
+	}
+
+	got := mergeRecommendedTenders(first, second)
+	if len(got) != 3 {
+		t.Fatalf("mergeRecommendedTenders() len = %d, want 3", len(got))
+	}
+
+	if got[0].TenderID != "PROC-1" || got[0].Analysis != "first" {
+		t.Fatalf("first recommendation = %+v, want trimmed PROC-1/first", got[0])
+	}
+	if got[1].TenderID != "PROC-2" || got[1].Rank != 2 {
+		t.Fatalf("second recommendation = %+v, want original PROC-2 rank 2", got[1])
+	}
+	if got[2].TenderID != "PROC-3" {
+		t.Fatalf("third recommendation = %+v, want PROC-3", got[2])
+	}
+}
+
+func TestNormalizeRecommendationCompanyIDs(t *testing.T) {
+	got := normalizeRecommendationCompanyIDs([]string{" company-a ", "", "company-b", "company-a"})
+	want := []string{"company-a", "company-b"}
+
+	if len(got) != len(want) {
+		t.Fatalf("normalizeRecommendationCompanyIDs() len = %d, want %d", len(got), len(want))
+	}
+	for i := range want {
+		if got[i] != want[i] {
+			t.Fatalf("normalizeRecommendationCompanyIDs()[%d] = %q, want %q", i, got[i], want[i])
+		}
+	}
+}

internal/company/service.go

@@ -44,17 +44,18 @@ type Service interface {
 
 	// GetAIRecommendations returns ranked tender recommendations from the AI team
 	GetAIRecommendations(ctx context.Context, companyID string) ([]RecommendedTenderResponse, error)
+	GetMergedAIRecommendations(ctx context.Context, companyIDs []string) ([]RecommendedTenderResponse, error)
 }
 
 // companyService implements the Service interface
 type companyService struct {
-	repository               Repository
-	categoryService          company_category.Service
-	fileStore                filestore.FileStoreService
-	aiRecommendationClient   AIRecommendationClient
-	redisClient              redis.Client
-	recommendationCacheTTL   time.Duration
-	logger                   logger.Logger
+	repository             Repository
+	categoryService        company_category.Service
+	fileStore              filestore.FileStoreService
+	aiRecommendationClient AIRecommendationClient
+	redisClient            redis.Client
+	recommendationCacheTTL time.Duration
+	logger                 logger.Logger
 }
 
 // NewService creates a new company service
@@ -68,7 +69,7 @@ func NewService(
 	logger logger.Logger,
 ) Service {
 	return &companyService{
-		repository:               repository,
+		repository:             repository,
 		categoryService:        categoryService,
 		fileStore:              fileStore,
 		aiRecommendationClient: aiRecommendationClient,

internal/customer/company_context.go

@@ -8,10 +8,28 @@ import (
 
 var errCompanyNotAssigned = errors.New("company is not assigned to customer")
 
+func normalizeAssignedCompanyIDs(assigned []string) []string {
+	normalized := make([]string, 0, len(assigned))
+	seen := make(map[string]struct{}, len(assigned))
+	for _, id := range assigned {
+		clean := strings.TrimSpace(id)
+		if clean == "" {
+			continue
+		}
+		if _, ok := seen[clean]; ok {
+			continue
+		}
+		seen[clean] = struct{}{}
+		normalized = append(normalized, clean)
+	}
+	return normalized
+}
+
 // pickActiveCompanyID chooses the company context for a customer request.
 // When requestedCompanyID is set it must be in assigned; otherwise a still-valid
 // token company is kept; if the token company was removed, the first assignment is used.
 func pickActiveCompanyID(assigned []string, tokenCompanyID, requestedCompanyID string) (string, error) {
+	assigned = normalizeAssignedCompanyIDs(assigned)
 	if len(assigned) == 0 {
 		return "", nil
 	}
@@ -38,12 +56,24 @@ func pickActiveCompanyID(assigned []string, tokenCompanyID, requestedCompanyID s
 	return assigned[0], nil
 }
 
-// ResolveActiveCompanyID resolves the active company for an authenticated customer.
-func (s *customerService) ResolveActiveCompanyID(ctx context.Context, customerID, tokenCompanyID, requestedCompanyID string) (string, error) {
+// ResolveCompanyContext resolves the active company and assigned companies for an authenticated customer.
+func (s *customerService) ResolveCompanyContext(ctx context.Context, customerID, tokenCompanyID, requestedCompanyID string) (string, []string, error) {
 	customer, err := s.repository.GetByID(ctx, customerID)
 	if err != nil {
-		return "", errors.New("customer not found")
+		return "", nil, errors.New("customer not found")
 	}
 
-	return pickActiveCompanyID(customer.Companies, tokenCompanyID, requestedCompanyID)
+	assigned := normalizeAssignedCompanyIDs(customer.Companies)
+	companyID, err := pickActiveCompanyID(assigned, tokenCompanyID, requestedCompanyID)
+	if err != nil {
+		return "", nil, err
+	}
+
+	return companyID, assigned, nil
+}
+
+// ResolveActiveCompanyID resolves the active company for an authenticated customer.
+func (s *customerService) ResolveActiveCompanyID(ctx context.Context, customerID, tokenCompanyID, requestedCompanyID string) (string, error) {
+	companyID, _, err := s.ResolveCompanyContext(ctx, customerID, tokenCompanyID, requestedCompanyID)
+	return companyID, err
 }

internal/customer/middleware.go

@@ -76,7 +76,7 @@ func (h *Handler) CompanyContextMiddleware() echo.MiddlewareFunc {
 			tokenCompanyID, _ := c.Get("company_id").(string)
 			requestedCompanyID := strings.TrimSpace(c.QueryParam("company_id"))
 
-			companyID, err := h.service.ResolveActiveCompanyID(
+			companyID, companyIDs, err := h.service.ResolveCompanyContext(
 				c.Request().Context(),
 				customerID,
 				tokenCompanyID,
@@ -90,6 +90,7 @@ func (h *Handler) CompanyContextMiddleware() echo.MiddlewareFunc {
 			}
 
 			c.Set("company_id", companyID)
+			c.Set("company_ids", companyIDs)
 			return next(c)
 		}
 	}

internal/customer/service.go

@@ -54,6 +54,10 @@ type Service interface {
 	AssignRole(ctx context.Context, customerID string, form *AssignRoleForm) (*AssignRoleResponse, error)
 	AssignCompanies(ctx context.Context, customerID string, Companies []string) error
 
+	// ResolveCompanyContext returns the active company and all assigned companies
+	// for an authenticated customer request.
+	ResolveCompanyContext(ctx context.Context, customerID, tokenCompanyID, requestedCompanyID string) (string, []string, error)
+
 	// ResolveActiveCompanyID returns the company context for an authenticated customer.
 	ResolveActiveCompanyID(ctx context.Context, customerID, tokenCompanyID, requestedCompanyID string) (string, error)
 }

internal/tender/form.go

@@ -32,6 +32,7 @@ type SearchForm struct {
 	CountryCodes            []string `query:"country_codes" valid:"optional"`
 	RegionCodes             []string `query:"region_codes" valid:"optional"`
 	CompanyID               *string  `query:"company_id" valid:"optional"`
+	CompanyIDs              []string `query:"-" valid:"optional"`
 	CustomerID              *string  `query:"customer_id" valid:"optional"`
 	Status                  []string `query:"status" valid:"optional"`
 	MainClassification      *string  `query:"main_classification" valid:"optional"`
@@ -65,6 +66,8 @@ type SearchForm struct {
 	DocumentsScraped        bool     `query:"documents_scraped" valid:"optional"`
 	// ContractFolderIDsWithDocuments is populated by the service from MinIO when DocumentsScraped is true.
 	ContractFolderIDsWithDocuments []string `query:"-" valid:"optional"`
+	// ExcludeRejectedTenders hides company-rejected tenders from recommendation results.
+	ExcludeRejectedTenders bool `query:"-" valid:"optional"`
 }
 
 // SearchResponse represents the response for listing tenders

internal/tender/handler.go

@@ -326,7 +326,7 @@ func (h *TenderHandler) GetPublicTenders(c echo.Context) error {
 
 // RecommendTenders returns AI-ranked tender recommendations for the authenticated customer's company
 // @Summary Get recommended tenders
-// @Description Retrieve AI-ranked tenders with full tender details. Only active tenders whose publication-based submission window has not passed are returned (submission_deadline, or 48 working hours after publication_date). AI tender_id values use PROC_{contract_folder_id}/{notice_publication_id}; each item includes rank, analysis, procedure_ref, and the standard tender fields.
+// @Description Retrieve AI-ranked tenders with full tender details. Only active tenders whose publication-based submission window has not passed are returned (submission_deadline, or 48 working hours after publication_date). Company-rejected tenders are excluded. AI tender_id values use PROC_{contract_folder_id}/{notice_publication_id}; each item includes rank, analysis, procedure_ref, and the standard tender fields.
 // @Tags Tenders
 // @Produce json
 // @Param limit query int false "Number of items per page (default: 10, max: 100)"
@@ -352,8 +352,24 @@ func (h *TenderHandler) RecommendTenders(c echo.Context) error {
 
 	form.Status = []string{string(TenderStatusActive)}
 	form.OnlyActiveDeadlines = true
+	form.ExcludeRejectedTenders = true
 
-	if customerCompanyID, ok := c.Get("company_id").(string); ok && customerCompanyID != "" {
+	if customerIDStr, ok := c.Get("customer_id").(string); ok && customerIDStr != "" {
+		form.CustomerID = &customerIDStr
+	}
+
+	requestedCompanyID := ""
+	if form.CompanyID != nil {
+		requestedCompanyID = strings.TrimSpace(*form.CompanyID)
+	}
+
+	if requestedCompanyID != "" {
+		if customerCompanyID, ok := c.Get("company_id").(string); ok && customerCompanyID != "" {
+			form.CompanyID = &customerCompanyID
+		}
+	} else if customerCompanyIDs, ok := c.Get("company_ids").([]string); ok && len(customerCompanyIDs) > 0 {
+		form.CompanyIDs = append([]string(nil), customerCompanyIDs...)
+	} else if customerCompanyID, ok := c.Get("company_id").(string); ok && customerCompanyID != "" {
 		form.CompanyID = &customerCompanyID
 	}
 
@@ -819,4 +835,3 @@ func (h *TenderHandler) GetAllAISummaries(c echo.Context) error {
 
 	return response.Success(c, summaries, "AI summaries retrieved successfully")
 }
-

internal/tender/recommendation_filter.go

@@ -0,0 +1,98 @@
+package tender
+
+import (
+	"context"
+	"fmt"
+	"strings"
+)
+
+// CompanyRejectedTenderLister returns tender IDs the company has rejected.
+type CompanyRejectedTenderLister interface {
+	ListRejectedTenderIDsByCompanyID(ctx context.Context, companyID string) ([]string, error)
+}
+
+func normalizeRecommendationCompanyScope(companyIDs []string) []string {
+	normalized := make([]string, 0, len(companyIDs))
+	seen := make(map[string]struct{}, len(companyIDs))
+	for _, companyID := range companyIDs {
+		clean := strings.TrimSpace(companyID)
+		if clean == "" {
+			continue
+		}
+		if _, ok := seen[clean]; ok {
+			continue
+		}
+		seen[clean] = struct{}{}
+		normalized = append(normalized, clean)
+	}
+	return normalized
+}
+
+func (s *tenderService) buildRejectedTenderIDSet(ctx context.Context, companyID string) (map[string]struct{}, error) {
+	excluded := make(map[string]struct{})
+
+	if s.rejectedTenderLister == nil {
+		return excluded, nil
+	}
+
+	ids, err := s.rejectedTenderLister.ListRejectedTenderIDsByCompanyID(ctx, companyID)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list rejected tender exclusions: %w", err)
+	}
+
+	addTenderIDsToSet(excluded, ids)
+	return excluded, nil
+}
+
+func (s *tenderService) buildRejectedTenderIDSetForCompanies(ctx context.Context, companyIDs []string) (map[string]struct{}, error) {
+	excluded := make(map[string]struct{})
+	for _, companyID := range normalizeRecommendationCompanyScope(companyIDs) {
+		if s.rejectedTenderLister == nil {
+			return excluded, nil
+		}
+
+		ids, err := s.rejectedTenderLister.ListRejectedTenderIDsByCompanyID(ctx, companyID)
+		if err != nil {
+			return nil, fmt.Errorf("failed to list rejected tender exclusions: %w", err)
+		}
+
+		addTenderIDsToSet(excluded, ids)
+	}
+	return excluded, nil
+}
+
+func addTenderIDsToSet(set map[string]struct{}, ids []string) {
+	for _, id := range ids {
+		id = strings.TrimSpace(id)
+		if id == "" {
+			continue
+		}
+		set[id] = struct{}{}
+	}
+}
+
+func isRecommendedTenderExcluded(tender Tender, tenderRef string, excluded map[string]struct{}) bool {
+	if len(excluded) == 0 {
+		return false
+	}
+
+	if _, ok := excluded[tender.GetID()]; ok {
+		return true
+	}
+
+	tenderRef = strings.TrimSpace(tenderRef)
+	if tenderRef != "" {
+		if _, ok := excluded[tenderRef]; ok {
+			return true
+		}
+	}
+
+	procRef := FormatAIProcedureRef(tender.ContractFolderID, tender.NoticePublicationID)
+	if procRef != "" {
+		if _, ok := excluded[procRef]; ok {
+			return true
+		}
+	}
+
+	return false
+}

internal/tender/recommendation_filter_test.go

@@ -0,0 +1,97 @@
+package tender
+
+import (
+	"context"
+	"testing"
+
+	"go.mongodb.org/mongo-driver/v2/bson"
+
+	"tm/pkg/mongo"
+)
+
+type stubRejectedTenderLister struct {
+	byCompany map[string][]string
+}
+
+func (s stubRejectedTenderLister) ListRejectedTenderIDsByCompanyID(_ context.Context, companyID string) ([]string, error) {
+	return s.byCompany[companyID], nil
+}
+
+func TestIsRecommendedTenderExcluded(t *testing.T) {
+	tender := Tender{
+		Model:               mongo.Model{},
+		ContractFolderID:    "055329e0-3d8f-4eeb-946a-85a451f2e36b",
+		NoticePublicationID: "00423458-2026",
+	}
+	tender.ID, _ = bson.ObjectIDFromHex("507f1f77bcf86cd799439011")
+
+	procRef := FormatAIProcedureRef(tender.ContractFolderID, tender.NoticePublicationID)
+
+	tests := []struct {
+		name      string
+		excluded  map[string]struct{}
+		tenderRef string
+		want      bool
+	}{
+		{
+			name:     "empty exclusions",
+			excluded: map[string]struct{}{},
+			want:     false,
+		},
+		{
+			name:     "excluded by mongo id",
+			excluded: map[string]struct{}{tender.GetID(): {}},
+			want:     true,
+		},
+		{
+			name:     "excluded by procedure ref",
+			excluded: map[string]struct{}{procRef: {}},
+			want:     true,
+		},
+		{
+			name:      "excluded by recommendation ref",
+			excluded:  map[string]struct{}{procRef: {}},
+			tenderRef: procRef,
+			want:      true,
+		},
+		{
+			name:     "not excluded",
+			excluded: map[string]struct{}{"other-tender-id": {}},
+			want:     false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := isRecommendedTenderExcluded(tender, tt.tenderRef, tt.excluded)
+			if got != tt.want {
+				t.Fatalf("isRecommendedTenderExcluded() = %v want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestBuildRejectedTenderIDSetForCompanies(t *testing.T) {
+	service := &tenderService{
+		rejectedTenderLister: stubRejectedTenderLister{
+			byCompany: map[string][]string{
+				"company-a": {" tender-1 ", "tender-2"},
+				"company-b": {"tender-2", "tender-3"},
+			},
+		},
+	}
+
+	got, err := service.buildRejectedTenderIDSetForCompanies(context.Background(), []string{"company-a", "company-b", "company-a"})
+	if err != nil {
+		t.Fatalf("buildRejectedTenderIDSetForCompanies() error = %v", err)
+	}
+
+	for _, tenderID := range []string{"tender-1", "tender-2", "tender-3"} {
+		if _, ok := got[tenderID]; !ok {
+			t.Fatalf("expected excluded set to contain %q", tenderID)
+		}
+	}
+	if len(got) != 3 {
+		t.Fatalf("buildRejectedTenderIDSetForCompanies() len = %d, want 3", len(got))
+	}
+}

internal/tender/service.go

@@ -80,13 +80,14 @@ type Service interface {
 
 // tenderService implements TenderService interface
 type tenderService struct {
-	repository          TenderRepository
-	companyService      company.Service
-	customerService     customer.Service
-	logger              logger.Logger
-	aiSummarizerClient  AISummarizerClient
-	aiSummarizerStorage AISummarizerStorage
-	defaultLanguage     string
+	repository           TenderRepository
+	companyService       company.Service
+	customerService      customer.Service
+	rejectedTenderLister CompanyRejectedTenderLister
+	logger               logger.Logger
+	aiSummarizerClient   AISummarizerClient
+	aiSummarizerStorage  AISummarizerStorage
+	defaultLanguage      string
 }
 
 const (
@@ -100,19 +101,29 @@ var (
 )
 
 // NewService creates a new tender service
-func NewService(repository TenderRepository, companyService company.Service, customerService customer.Service, logger logger.Logger, aiClient AISummarizerClient, aiStorage AISummarizerStorage, defaultLanguage string) Service {
+func NewService(
+	repository TenderRepository,
+	companyService company.Service,
+	customerService customer.Service,
+	rejectedTenderLister CompanyRejectedTenderLister,
+	logger logger.Logger,
+	aiClient AISummarizerClient,
+	aiStorage AISummarizerStorage,
+	defaultLanguage string,
+) Service {
 	if strings.TrimSpace(defaultLanguage) == "" {
 		defaultLanguage = "en"
 	}
 
 	return &tenderService{
-		repository:          repository,
-		companyService:      companyService,
-		customerService:     customerService,
-		logger:              logger,
-		aiSummarizerClient:  aiClient,
-		aiSummarizerStorage: aiStorage,
-		defaultLanguage:     strings.ToLower(defaultLanguage),
+		repository:           repository,
+		companyService:       companyService,
+		customerService:      customerService,
+		rejectedTenderLister: rejectedTenderLister,
+		logger:               logger,
+		aiSummarizerClient:   aiClient,
+		aiSummarizerStorage:  aiStorage,
+		defaultLanguage:      strings.ToLower(defaultLanguage),
 	}
 }
 
@@ -921,19 +932,33 @@ func (s *tenderService) Search(ctx context.Context, form *SearchForm, pagination
 
 // Recommend retrieves AI-ranked tenders for the authenticated customer's company.
 func (s *tenderService) Recommend(ctx context.Context, form *SearchForm, pagination *response.Pagination) (*SearchResponse, error) {
-	if form.CompanyID == nil || strings.TrimSpace(*form.CompanyID) == "" {
+	companyIDs := normalizeRecommendationCompanyScope(form.CompanyIDs)
+	companyID := ""
+	if form.CompanyID != nil {
+		companyID = strings.TrimSpace(*form.CompanyID)
+	}
+
+	if companyID == "" && len(companyIDs) == 0 {
 		return nil, errors.New("company ID is required")
 	}
 	if pagination.Cursor != "" {
 		return nil, fmt.Errorf("%w: cursor pagination is not supported for recommendations", response.ErrInvalidPagination)
 	}
 
-	companyID := strings.TrimSpace(*form.CompanyID)
 	s.logger.Info("Recommend tenders via AI service", map[string]interface{}{
-		"company_id": companyID,
+		"company_id":  companyID,
+		"company_ids": companyIDs,
 	})
 
-	recommendations, err := s.companyService.GetAIRecommendations(ctx, companyID)
+	var (
+		recommendations []company.RecommendedTenderResponse
+		err             error
+	)
+	if len(companyIDs) > 0 {
+		recommendations, err = s.companyService.GetMergedAIRecommendations(ctx, companyIDs)
+	} else {
+		recommendations, err = s.companyService.GetAIRecommendations(ctx, companyID)
+	}
 	if err != nil {
 		return nil, err
 	}
@@ -946,6 +971,23 @@ func (s *tenderService) Recommend(ctx context.Context, form *SearchForm, paginat
 		return nil, err
 	}
 
+	var excluded map[string]struct{}
+	if form.ExcludeRejectedTenders {
+		if len(companyIDs) > 0 {
+			excluded, err = s.buildRejectedTenderIDSetForCompanies(ctx, companyIDs)
+		} else {
+			excluded, err = s.buildRejectedTenderIDSet(ctx, companyID)
+		}
+		if err != nil {
+			s.logger.Error("Failed to build recommendation exclusions", map[string]interface{}{
+				"company_id":  companyID,
+				"company_ids": companyIDs,
+				"error":       err.Error(),
+			})
+			return nil, fmt.Errorf("failed to build recommendation exclusions: %w", err)
+		}
+	}
+
 	lang := s.pickResponseLanguage(form.Language)
 	now := time.Now().Unix()
 	ordered := make([]TenderResponse, 0, len(recommendations))
@@ -955,6 +997,9 @@ func (s *tenderService) Recommend(ctx context.Context, form *SearchForm, paginat
 		if !ok {
 			continue
 		}
+		if isRecommendedTenderExcluded(tender, tenderRef, excluded) {
+			continue
+		}
 		if form.OnlyActiveDeadlines && !tender.IsRecommendable(now) {
 			continue
 		}

internal/tender_approval/handler.go

@@ -176,7 +176,7 @@ func (h *Handler) PublicGetTenderApprovals(c echo.Context) error {
 		submissionMode = &mode
 	}
 
-	// Parse status filter; default to submitted so "Your Tenders" excludes rejected approvals
+	// Parse status filter
 	var status *ApprovalStatus
 	if statusStr != "" {
 		statusVal := ApprovalStatus(statusStr)
@@ -184,9 +184,6 @@ func (h *Handler) PublicGetTenderApprovals(c echo.Context) error {
 			return response.BadRequest(c, "Invalid status value", "Must be 'submitted' or 'rejected'")
 		}
 		status = &statusVal
-	} else {
-		defaultStatus := ApprovalStatusSubmitted
-		status = &defaultStatus
 	}
 
 	var from *int64

internal/tender_approval/repository.go

@@ -3,11 +3,13 @@ package tender_approval
 import (
 	"context"
 	"errors"
+	"strings"
 	"time"
 	"tm/pkg/logger"
 	"tm/pkg/mongo"
 
 	"go.mongodb.org/mongo-driver/v2/bson"
+	mongodriver "go.mongodb.org/mongo-driver/v2/mongo"
 )
 
 // Repository defines the interface for tender approval data operations
@@ -30,6 +32,7 @@ type Repository interface {
 	GetTenderApprovalStats(ctx context.Context) (*TenderApprovalStatsResponse, error)
 	GetCompanyTenderApprovalStats(ctx context.Context, companyID string) (*CompanyTenderApprovalStatsResponse, error)
 	SearchByCriteria(ctx context.Context, criteria *TenderApprovalSearchCriteria) ([]*TenderApproval, error)
+	ListRejectedTenderIDsByCompanyID(ctx context.Context, companyID string) ([]string, error)
 }
 
 // tenderApprovalRepository implements the Repository interface using the MongoDB ORM
@@ -533,6 +536,28 @@ func (r *tenderApprovalRepository) GetCompanyTenderApprovalStats(ctx context.Con
 	return stats, nil
 }
 
+// ListRejectedTenderIDsByCompanyID returns distinct tender IDs rejected by a company.
+func (r *tenderApprovalRepository) ListRejectedTenderIDsByCompanyID(ctx context.Context, companyID string) ([]string, error) {
+	pipeline := mongodriver.Pipeline{
+		{{Key: "$match", Value: bson.M{
+			"company_id": companyID,
+			"status":     string(ApprovalStatusRejected),
+		}}},
+		{{Key: "$group", Value: bson.M{"_id": "$tender_id"}}},
+	}
+
+	results, err := r.ormRepo.Aggregate(ctx, pipeline)
+	if err != nil {
+		r.logger.Error("Failed to list rejected tender IDs by company", map[string]interface{}{
+			"company_id": companyID,
+			"error":      err.Error(),
+		})
+		return nil, err
+	}
+
+	return aggregateStringIDs(results), nil
+}
+
 // SearchByCriteria searches tender approvals using search criteria
 func (r *tenderApprovalRepository) SearchByCriteria(ctx context.Context, criteria *TenderApprovalSearchCriteria) ([]*TenderApproval, error) {
 	// Convert criteria to search parameters
@@ -549,3 +574,16 @@ func (r *tenderApprovalRepository) SearchByCriteria(ctx context.Context, criteri
 	// Use the search method
 	return r.Search(ctx, criteria.TenderID, criteria.CompanyID, status, submissionMode, criteria.CreatedAtFrom, criteria.CreatedAtTo, criteria.Limit, criteria.Offset, "created_at", "desc")
 }
+
+func aggregateStringIDs(results []bson.M) []string {
+	ids := make([]string, 0, len(results))
+	for _, result := range results {
+		switch id := result["_id"].(type) {
+		case string:
+			if strings.TrimSpace(id) != "" {
+				ids = append(ids, id)
+			}
+		}
+	}
+	return ids
+}