diff --git a/apps/web/src/store/index.ts b/apps/web/src/store/index.ts
index f1c33c9..0e96482 100644
--- a/apps/web/src/store/index.ts
+++ b/apps/web/src/store/index.ts
@@ -42,7 +42,7 @@ import {
 } from '@ai-tycoon/shared';
 import {
   emptyDCNetworkSummary, emptyCampusNetworkSummary, emptyClusterNetworkSummary,
-  BENCHMARKS, TECH_TREE,
+  BENCHMARKS, TECH_TREE, onModelDeployed,
 } from '@ai-tycoon/game-engine';
 import { INITIAL_RIVALS } from '@ai-tycoon/game-engine';
 
@@ -1082,6 +1082,10 @@ export const useGameStore = create<Store>()(
             ...pl, modelId, isActive: true,
           })),
         },
+        market: {
+          ...s.market,
+          obsolescence: onModelDeployed(s.market.obsolescence, s.meta.tickCount),
+        },
       })),
 
       deployVariant: (familyId, variantId) => set((s) => ({
diff --git a/packages/game-engine/src/index.ts b/packages/game-engine/src/index.ts
index f3504c1..35031b4 100644
--- a/packages/game-engine/src/index.ts
+++ b/packages/game-engine/src/index.ts
@@ -5,6 +5,7 @@ export { getAvailableResearch, getResearchNode } from './systems/researchSystem'
 export { getResearchBonuses } from './systems/researchBonuses';
 export type { ResearchBonuses } from './systems/researchBonuses';
 export { emptyDCNetworkSummary, emptyCampusNetworkSummary, emptyClusterNetworkSummary } from './systems/infrastructureSystem';
+export { onModelDeployed } from './systems/market/obsolescenceSystem';
 export { canRaiseFunding, getNextFundingRound, computeValuation } from './systems/fundingSystem';
 export { TECH_TREE } from './data/techTree';
 export { INITIAL_RIVALS } from './data/competitors';