diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistBootstrap/HyperTwistContractLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistBootstrap/HyperTwistContractLibrary.cpp
index c43ff09..4fe2716 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistBootstrap/HyperTwistContractLibrary.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistBootstrap/HyperTwistContractLibrary.cpp
@@ -1282,7 +1282,8 @@ FHyperTwistTrainingCoachActionPlan UHyperTwistContractLibrary::MakeSampleTrainin
 		TEXT("2026-04-28T12:05:00Z"),
 		0,
 		0,
-		FString()
+		FString(),
+		MakeSampleTrainingCoachBrief().FocusCaseIds
 	);
 }
 
@@ -1323,7 +1324,8 @@ FHyperTwistTrainingCoachActionSequenceSummary UHyperTwistContractLibrary::MakeSa
 			TEXT("2026-04-28T12:20:00Z"),
 			0,
 			0,
-			FString()
+			FString(),
+			FollowUpBrief.FocusCaseIds
 		);
 	if (FollowUpPlan.IsStructurallyValid())
 	{
@@ -1358,7 +1360,8 @@ FHyperTwistTrainingCoachActionClosureSummary UHyperTwistContractLibrary::MakeSam
 			TEXT("2026-04-28T12:20:00Z"),
 			0,
 			0,
-			FString()
+			FString(),
+			FollowUpBrief.FocusCaseIds
 		);
 	if (FollowUpPlan.IsStructurallyValid())
 	{
@@ -1413,7 +1416,8 @@ FHyperTwistTrainingCoachRecommendationHistorySummary UHyperTwistContractLibrary:
 			TEXT("2026-04-28T12:20:00Z"),
 			0,
 			0,
-			FString()
+			FString(),
+			FollowUpBrief.FocusCaseIds
 		);
 	if (FollowUpPlan.IsStructurallyValid())
 	{
@@ -1448,7 +1452,8 @@ FHyperTwistTrainingCoachCarryForwardPolicySummary UHyperTwistContractLibrary::Ma
 			TEXT("2026-04-28T12:20:00Z"),
 			0,
 			0,
-			FString()
+			FString(),
+			FollowUpBrief.FocusCaseIds
 		);
 	if (FollowUpPlan.IsStructurallyValid())
 	{
@@ -1483,7 +1488,8 @@ FHyperTwistTrainingCoachArchivePolicySummary UHyperTwistContractLibrary::MakeSam
 			TEXT("2026-04-28T12:20:00Z"),
 			0,
 			0,
-			FString()
+			FString(),
+			FollowUpBrief.FocusCaseIds
 		);
 	if (FollowUpPlan.IsStructurallyValid())
 	{
diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
index b6b3545..ad05596 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
@@ -743,6 +743,24 @@ namespace HyperTwistTrainingRepositoryLibraryInternal
 		return UniqueCaseIds;
 	}
 
+	TArray<FString> ResolveCoachActionPlanFocusCaseIds(
+		const FHyperTwistCoachBrief& CoachBrief,
+		const TArray<FString>& LaunchedCaseIds,
+		const int32 PlannedLaunchCaseCount)
+	{
+		TArray<FString> ResolvedCaseIds = DeduplicateCaseIds(
+			LaunchedCaseIds.Num() > 0 ? LaunchedCaseIds : CoachBrief.FocusCaseIds
+		);
+		if (LaunchedCaseIds.Num() == 0
+			&& PlannedLaunchCaseCount > 0
+			&& ResolvedCaseIds.Num() > PlannedLaunchCaseCount)
+		{
+			ResolvedCaseIds.SetNum(PlannedLaunchCaseCount);
+		}
+
+		return ResolvedCaseIds;
+	}
+
 	TArray<FHyperTwistTrainingMethodDrillResponseRecord> DeduplicateMethodDrillResponses(
 		const TArray<FHyperTwistTrainingMethodDrillResponseRecord>& Responses
 	)
@@ -6544,7 +6562,8 @@ FHyperTwistTrainingCoachActionPlan UHyperTwistTrainingRepositoryLibrary::BuildCo
 	const FString& ReferenceUtc,
 	const int32 RequestedLaunchCaseCount,
 	const int32 PlannedLaunchCaseCount,
-	const FString& LaunchBudgetReasonLine
+	const FString& LaunchBudgetReasonLine,
+	const TArray<FString>& LaunchedCaseIds
 )
 {
 	FHyperTwistTrainingCoachActionPlan ActionPlan;
@@ -6593,6 +6612,15 @@ FHyperTwistTrainingCoachActionPlan UHyperTwistTrainingRepositoryLibrary::BuildCo
 	ActionPlan.PlannedLaunchCaseCount = PlannedLaunchCaseCount > 0
 		? PlannedLaunchCaseCount
 		: ActionPlan.RequestedLaunchCaseCount;
+	ActionPlan.FocusCaseIds = HyperTwistTrainingRepositoryLibraryInternal::ResolveCoachActionPlanFocusCaseIds(
+		CoachBrief,
+		LaunchedCaseIds,
+		ActionPlan.PlannedLaunchCaseCount
+	);
+	if (ActionPlan.FocusCaseIds.Num() > 0)
+	{
+		ActionPlan.PlannedLaunchCaseCount = ActionPlan.FocusCaseIds.Num();
+	}
 	ActionPlan.LaunchBudgetReasonLine = LaunchBudgetReasonLine;
 	ActionPlan.bBroadenedLaunchBudget =
 		ActionPlan.PlannedLaunchCaseCount > ActionPlan.RequestedLaunchCaseCount
@@ -6602,7 +6630,10 @@ FHyperTwistTrainingCoachActionPlan UHyperTwistTrainingRepositoryLibrary::BuildCo
 		ActionPlan.PlannedLaunchCaseCount < ActionPlan.RequestedLaunchCaseCount
 		|| HyperTwistTrainingRepositoryLibraryInternal::ContainsLaunchBudgetTighteningHint(
 			ActionPlan.LaunchBudgetReasonLine);
-	ActionPlan.FocusCaseIds = CoachBrief.FocusCaseIds;
+	if (ActionPlan.FocusCaseIds.Num() == 0)
+	{
+		ActionPlan.FocusCaseIds = CoachBrief.FocusCaseIds;
+	}
 	ActionPlan.PlanState = EHyperTwistTrainingCoachActionPlanState::Draft;
 	ActionPlan.FollowUpDepth = FMath::Max(0, CoachBrief.FollowUpDepth);
 	ActionPlan.CreatedAtUtc = ActionPlan.ReferenceUtc;
@@ -6611,11 +6642,11 @@ FHyperTwistTrainingCoachActionPlan UHyperTwistTrainingRepositoryLibrary::BuildCo
 	ActionPlan.bNeedsVarietyRotation = CoachBrief.bNeedsVarietyRotation;
 	ActionPlan.bPreferRecognitionReplayReview = CoachBrief.bPreferRecognitionReplayReview;
 
-	for (int32 Index = 0; Index < CoachBrief.FocusCaseIds.Num(); ++Index)
+	for (int32 Index = 0; Index < ActionPlan.FocusCaseIds.Num(); ++Index)
 	{
 		FHyperTwistTrainingCoachActionPlanEntry Entry;
 		Entry.ActionId = FString::Printf(TEXT("%s_entry_%02d"), *PlanId, Index + 1);
-		Entry.CaseId = CoachBrief.FocusCaseIds[Index];
+		Entry.CaseId = ActionPlan.FocusCaseIds[Index];
 		Entry.DeckId = CoachBrief.FocusDeckId;
 		Entry.MethodSegmentId = CoachBrief.FocusMethodSegmentId;
 		Entry.ActionLabel = CoachBrief.PrimaryActionLabel;
diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingSubsystem.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingSubsystem.cpp
index bbda244..447ea48 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingSubsystem.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingSubsystem.cpp
@@ -106,6 +106,20 @@ namespace HyperTwistTrainingSubsystemInternal
 		return FString::Printf(TEXT("Launch cases: %d"), CaseCount);
 	}
 
+	TArray<FString> ExtractCaseIdsFromDeck(const FHyperTwistTrainingDeck& Deck)
+	{
+		TArray<FString> CaseIds;
+		for (const FHyperTwistTrainingCase& TrainingCase : Deck.Cases)
+		{
+			if (!TrainingCase.CaseId.IsEmpty())
+			{
+				CaseIds.Add(TrainingCase.CaseId);
+			}
+		}
+
+		return CaseIds;
+	}
+
 	FResolvedCoachCaseBudget ResolvePreferredCoachCaseBudget(
 		const int32 MaxCases,
 		const EHyperTwistTrainingCoachGuidanceLane DeckLane,
@@ -1572,6 +1586,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachRecommendedR
 			ActiveCoachMemorySnapshot,
 			false
 		);
+	const TArray<FString> LaunchedCaseIds =
+		HyperTwistTrainingSubsystemInternal::ExtractCaseIdsFromDeck(CoachDeck);
 	const FHyperTwistTrainingCoachActionPlan DraftActionPlan =
 		UHyperTwistTrainingRepositoryLibrary::BuildCoachActionPlan(
 			ActiveCoachBrief,
@@ -1580,7 +1596,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachRecommendedR
 			FString(),
 			LaunchBudget.RequestedCaseCount,
 			CoachDeck.Cases.Num(),
-			LaunchBudget.ReasonLine
+			LaunchBudget.ReasonLine,
+			LaunchedCaseIds
 		);
 	FHyperTwistTrainingRunState RunState = StartTrainingRunFromDeck(
 		CoachDeck,
@@ -1646,6 +1663,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachFollowUpRun(
 			ActiveCoachMemorySnapshot,
 			false
 		);
+	const TArray<FString> LaunchedCaseIds =
+		HyperTwistTrainingSubsystemInternal::ExtractCaseIdsFromDeck(FollowUpDeck);
 	const FHyperTwistTrainingCoachActionPlan DraftActionPlan =
 		UHyperTwistTrainingRepositoryLibrary::BuildCoachActionPlan(
 			FollowUpBrief,
@@ -1654,7 +1673,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachFollowUpRun(
 			FString(),
 			LaunchBudget.RequestedCaseCount,
 			FollowUpDeck.Cases.Num(),
-			LaunchBudget.ReasonLine
+			LaunchBudget.ReasonLine,
+			LaunchedCaseIds
 		);
 	FHyperTwistTrainingRunState RunState = StartTrainingRunFromDeck(
 		FollowUpDeck,
@@ -1748,6 +1768,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartNextQueuedCoachRu
 			ActiveCoachMemorySnapshot,
 			true
 		);
+	const TArray<FString> LaunchedCaseIds =
+		HyperTwistTrainingSubsystemInternal::ExtractCaseIdsFromDeck(QueueDeck);
 	const FHyperTwistTrainingCoachActionPlan DraftActionPlan =
 		UHyperTwistTrainingRepositoryLibrary::BuildCoachActionPlan(
 			QueueBrief,
@@ -1756,7 +1778,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartNextQueuedCoachRu
 			FString(),
 			LaunchBudget.RequestedCaseCount,
 			QueueDeck.Cases.Num(),
-			LaunchBudget.ReasonLine
+			LaunchBudget.ReasonLine,
+			LaunchedCaseIds
 		);
 	FHyperTwistTrainingRunState RunState = StartTrainingRunFromDeck(
 		QueueDeck,
@@ -1888,6 +1911,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachQueueEntry(
 	}
 
 	const FHyperTwistTrainingCoachSessionQueueState QueueStateBeforeStart = ActiveCoachSessionQueueState;
+	const TArray<FString> LaunchedCaseIds =
+		HyperTwistTrainingSubsystemInternal::ExtractCaseIdsFromDeck(QueueDeck);
 	const FHyperTwistTrainingCoachActionPlan DraftActionPlan =
 		(!QueueBrief.UserId.IsEmpty() && !QueueBrief.Headline.IsEmpty())
 			? UHyperTwistTrainingRepositoryLibrary::BuildCoachActionPlan(
@@ -1897,7 +1922,8 @@ FHyperTwistTrainingRunState UHyperTwistTrainingSubsystem::StartCoachQueueEntry(
 				FString(),
 				LaunchBudget.RequestedCaseCount,
 				QueueDeck.Cases.Num(),
-				LaunchBudget.ReasonLine
+				LaunchBudget.ReasonLine,
+				LaunchedCaseIds
 			)
 			: FHyperTwistTrainingCoachActionPlan();
 	FHyperTwistTrainingRunState RunState = StartTrainingRunFromDeck(
diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.h b/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.h
index 29a6b2f..da16c98 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.h
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.h
@@ -315,7 +315,8 @@ public:
 		const FString& ReferenceUtc,
 		int32 RequestedLaunchCaseCount,
 		int32 PlannedLaunchCaseCount,
-		const FString& LaunchBudgetReasonLine
+		const FString& LaunchBudgetReasonLine,
+		const TArray<FString>& LaunchedCaseIds
 	);
 
 	UFUNCTION(BlueprintPure, Category = "HyperTwist|Training|Repository|Coach")