diff --git a/assistant/src/memory/graph/narrative.ts b/assistant/src/memory/graph/narrative.ts
index 35e8ea8cd91..7fccfd583ef 100644
--- a/assistant/src/memory/graph/narrative.ts
+++ b/assistant/src/memory/graph/narrative.ts
@@ -196,7 +196,7 @@ export async function runNarrativeRefinement(
     systemPrompt,
     {
       config: {
-        modelIntent: "quality-optimized" as const,
+        callSite: "narrativeRefinement" as const,
         tool_choice: { type: "tool" as const, name: "refine_narratives" },
       },
     },
diff --git a/assistant/src/memory/graph/pattern-scan.ts b/assistant/src/memory/graph/pattern-scan.ts
index 8f8f38400cc..d2f71a470a4 100644
--- a/assistant/src/memory/graph/pattern-scan.ts
+++ b/assistant/src/memory/graph/pattern-scan.ts
@@ -165,7 +165,7 @@ export async function runPatternScan(
     systemPrompt,
     {
       config: {
-        modelIntent: "quality-optimized" as const,
+        callSite: "patternScan" as const,
         tool_choice: { type: "tool" as const, name: "detect_patterns" },
       },
     },
diff --git a/assistant/src/memory/job-handlers/conversation-starters.ts b/assistant/src/memory/job-handlers/conversation-starters.ts
index ab05854bab2..53fbe2c13f4 100644
--- a/assistant/src/memory/job-handlers/conversation-starters.ts
+++ b/assistant/src/memory/job-handlers/conversation-starters.ts
@@ -330,7 +330,7 @@ Bad → Good (incomplete phrase → complete):
       systemPrompt,
       {
         config: {
-          modelIntent: "quality-optimized",
+          callSite: "conversationStarters" as const,
           max_tokens: 2048,
           tool_choice: {
             type: "tool" as const,
diff --git a/assistant/src/memory/job-handlers/summarization.ts b/assistant/src/memory/job-handlers/summarization.ts
index 696f11d36c3..fa4cd232c36 100644
--- a/assistant/src/memory/job-handlers/summarization.ts
+++ b/assistant/src/memory/job-handlers/summarization.ts
@@ -189,7 +189,7 @@ async function summarizeWithLLM(
         systemPrompt,
         {
           config: {
-            modelIntent: summarizationConfig.modelIntent,
+            callSite: "conversationSummarization" as const,
             max_tokens: SUMMARY_MAX_TOKENS,
           },
           signal,