diff --git a/internal/database/database.go b/internal/database/database.go
index 93976e6..d96bcba 100644
--- a/internal/database/database.go
+++ b/internal/database/database.go
@@ -19,7 +19,7 @@ var Module = fx.Options(
 		ProvideSQLDB,
 		ProvideQueries,
 	),
-	fx.Invoke(RunMigrations),
+	fx.Invoke(RunMigrationsAndFixes),
 )
 
 func ProvideSQLDB() (*sql.DB, error) {
@@ -49,3 +49,9 @@ func RunMigrations(sqlDB *sql.DB) error {
 
 	return nil
 }
+func RunMigrationsAndFixes(sqlDB *sql.DB) error {
+	if err := RunMigrations(sqlDB); err != nil {
+		return err
+	}
+	return RunDataFixes(sqlDB)
+}
diff --git a/internal/database/fixes.go b/internal/database/fixes.go
new file mode 100644
index 0000000..37691fc
--- /dev/null
+++ b/internal/database/fixes.go
@@ -0,0 +1,101 @@
+package database
+
+import (
+	"context"
+	"database/sql"
+	"fmt"
+	"log"
+	"sort"
+	"time"
+)
+
+type dataFix struct {
+	id   string
+	apply func(ctx context.Context, sqlDB *sql.DB) error
+}
+
+var registeredDataFixes []dataFix
+
+func registerDataFix(fix dataFix) {
+	registeredDataFixes = append(registeredDataFixes, fix)
+}
+
+func RunDataFixes(sqlDB *sql.DB) error {
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	defer cancel()
+
+	fixes := append([]dataFix(nil), registeredDataFixes...)
+	sort.Slice(fixes, func(i, j int) bool { return fixes[i].id < fixes[j].id })
+
+	if len(fixes) == 0 {
+		return nil
+	}
+
+	if err := ensureDataFixTable(ctx, sqlDB); err != nil {
+		return err
+	}
+
+	applied, err := loadAppliedFixes(ctx, sqlDB)
+	if err != nil {
+		return err
+	}
+
+	for _, fix := range fixes {
+		if applied[fix.id] {
+			continue
+		}
+
+		log.Printf("Running data fix id=%s", fix.id)
+		if err := fix.apply(ctx, sqlDB); err != nil {
+			return fmt.Errorf("data fix %s failed: %w", fix.id, err)
+		}
+		if err := markFixApplied(ctx, sqlDB, fix.id); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+func ensureDataFixTable(ctx context.Context, sqlDB *sql.DB) error {
+	// Safety for cases where migrations weren't run (or in tests). This is intentionally tiny and idempotent.
+	_, err := sqlDB.ExecContext(ctx, `
+CREATE TABLE IF NOT EXISTS data_fixes (
+    id TEXT PRIMARY KEY,
+    applied_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+`)
+	if err != nil {
+		return fmt.Errorf("ensure data_fixes table: %w", err)
+	}
+	return nil
+}
+
+func loadAppliedFixes(ctx context.Context, sqlDB *sql.DB) (map[string]bool, error) {
+	rows, err := sqlDB.QueryContext(ctx, `SELECT id FROM data_fixes`)
+	if err != nil {
+		return nil, fmt.Errorf("load applied data fixes: %w", err)
+	}
+	defer rows.Close()
+
+	applied := make(map[string]bool)
+	for rows.Next() {
+		var id string
+		if err := rows.Scan(&id); err != nil {
+			return nil, fmt.Errorf("scan data fix id: %w", err)
+		}
+		applied[id] = true
+	}
+	if err := rows.Err(); err != nil {
+		return nil, fmt.Errorf("iterate data fixes: %w", err)
+	}
+	return applied, nil
+}
+
+func markFixApplied(ctx context.Context, sqlDB *sql.DB, id string) error {
+	_, err := sqlDB.ExecContext(ctx, `INSERT OR IGNORE INTO data_fixes (id) VALUES (?)`, id)
+	if err != nil {
+		return fmt.Errorf("mark data fix applied id=%s: %w", id, err)
+	}
+	return nil
+}
diff --git a/internal/database/migrations/022_add_data_fixes.sql b/internal/database/migrations/022_add_data_fixes.sql
new file mode 100644
index 0000000..f3411d8
--- /dev/null
+++ b/internal/database/migrations/022_add_data_fixes.sql
@@ -0,0 +1,8 @@
+-- +goose Up
+CREATE TABLE IF NOT EXISTS data_fixes (
+    id TEXT PRIMARY KEY,
+    applied_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- +goose Down
+DROP TABLE IF EXISTS data_fixes;