Objective

Make Agentforce real for Sam Hub by deploying a live, source-backed executive action and agent shell.

Accomplished

• Confirmed live LITIFY_ORG access and existing Agentforce planner inventory.
• Deployed Apex invocable SamHubAgentforceExecutiveSnapshotAction.
• Deployed test class SamHubExecSnapshotActionTest.
• Deployed GenAiFunction Sam_Hub_Executive_Snapshot.
• Deployed GenAiPlugin topic Sam_Hub_Executive_Intelligence.
• Deployed GenAiPlannerBundle Sam_Hub_Executive_Agent.
• Invoked the action against production data and confirmed it returns source-backed Sam Hub Treatment QA counts, matter links, and report links.
• Updated local project records: docs/litify-environment-diary.md, OPS_LEDGER.md, handoffs/HANDOFF-sam-hub-agentforce-live-2026-06-12.md, and docs/SESSION-EXPORT-sam-hub-agentforce-live-2026-06-12.md.

Evidence

• Live deploy 0AfUV000001Z3Dl0AK: Apex/action layer succeeded with 3 passing tests.
• Live deploy 0AfUV000001Z3Gz0AK: Agentforce plugin/planner layer succeeded with 3 passing tests.
• Tooling API readback confirmed Sam_Hub_Executive_Agent id 16jUV0000007AAjYAM and Sam_Hub_Executive_Intelligence id 179UV0000004SIfYAM.
• Live Apex invocation returned 409 open Treatment matters, 23 matters over $50K, 9 over $100K, $6,904,385.41 total treatment damages, 79 stale treatment updates, 387 missing employment status, 197 missing primary provider, and 106 Exacta/Aptiva Drive checks.
• Live invocation used 1 SOQL query, 409 query rows, and 0 DML statements.

Key Decisions

• Start with one narrow, useful, read-only Agentforce action.
• Ground the first action in Sam Hub Treatment QA issue tiles and linked source reports.