diff --git a/docs/23-juridik-utkast.md b/docs/23-juridik-utkast.md
index 0d5a696..e9653ee 100644
--- a/docs/23-juridik-utkast.md
+++ b/docs/23-juridik-utkast.md
@@ -81,6 +81,13 @@ förvandlas pseudonymen till en permanent icke-identifierbar etikett.
 > **Fastställ med jurist:** exakt retentionstid per jurisdiktion, krav på
 > åtkomstloggning för `gdpr_retention_pseudonyms`, och om pseudonymisering
 > räcker som "så långt som möjligt" åtgärd enligt art. 25.
+>
+> **Öppen fråga (2026-08-08):** Pseudonymen är ett slumpmässigt UUID utan
+> reversibel kryptering eller extern återkoppling. Bekräfta att detta är
+> tillräckligt för bokföringsbevis och eventuella betalnings-/leveranstvister
+> där vi behöver styrka att en viss person faktiskt genomförde transaktionen
+> under retentionstiden, eller om vi behöver en maskerad men spårbar
+> kundidentifikator.
 
 ### Mottagare
 
diff --git a/packages/ai-contracts/src/mock.ts b/packages/ai-contracts/src/mock.ts
index ebd5649..f484f80 100644
--- a/packages/ai-contracts/src/mock.ts
+++ b/packages/ai-contracts/src/mock.ts
@@ -248,13 +248,21 @@ export function mockOutputFor(taskType: AamosTaskType, input: unknown): unknown
                 note: null,
               },
               {
-                canonicalIngredientId: "onion_yellow",
+                canonicalIngredientId: "onion",
                 displayNameSv: "gul lök",
                 quantity: 2,
                 unit: "COUNT",
                 optional: false,
                 note: null,
               },
+              {
+                canonicalIngredientId: "rice_white",
+                displayNameSv: "ris",
+                quantity: 3,
+                unit: "DECILITER",
+                optional: false,
+                note: null,
+              },
             ],
             steps: [
               { instructionSv: "Förbered ingredienserna.", timerSeconds: null, temperatureC: null, tip: null },
diff --git a/packages/recipe-generation/scripts/pilot-batch.ts b/packages/recipe-generation/scripts/pilot-batch.ts
index 4c7a375..435b299 100644
--- a/packages/recipe-generation/scripts/pilot-batch.ts
+++ b/packages/recipe-generation/scripts/pilot-batch.ts
@@ -73,12 +73,12 @@ const targets: PipelineTarget[] = [
   { mealType: "dinner", mainIngredientId: "chicken_breast", dietVariant: "standard", count: 4 },
   { mealType: "dinner", mainIngredientId: "chicken_thigh", dietVariant: "standard", count: 2 },
   // Köttfärs × allätare
-  { mealType: "dinner", mainIngredientId: "ground_beef", dietVariant: "standard", count: 3 },
-  { mealType: "dinner", mainIngredientId: "ground_pork", dietVariant: "standard", count: 2 },
+  { mealType: "dinner", mainIngredientId: "minced_beef", dietVariant: "standard", count: 3 },
+  { mealType: "dinner", mainIngredientId: "minced_mixed", dietVariant: "standard", count: 2 },
   // Veg-varianter
-  { mealType: "dinner", mainIngredientId: "tofu_firm", dietVariant: "vegan", count: 3 },
-  { mealType: "dinner", mainIngredientId: "lentils_red", dietVariant: "vegetarian", count: 2 },
-  { mealType: "dinner", mainIngredientId: "chickpeas", dietVariant: "vegan", count: 2 },
+  { mealType: "dinner", mainIngredientId: "tofu", dietVariant: "vegan", count: 3 },
+  { mealType: "dinner", mainIngredientId: "red_lentils", dietVariant: "vegetarian", count: 2 },
+  { mealType: "dinner", mainIngredientId: "chickpeas_canned", dietVariant: "vegan", count: 2 },
 ];
 
 // ── 5. Kör pipelinen ───────────────────────────────────────────────────────