◆ Supervised Worker
Assembles the portfolio, balance-sheet and macro-variable inputs each stress model needs, reconciles them across systems, and documents every assumption and mapping with full lineage. Gates the release of each input set on a data-quality oversight agent before the model run proceeds.
Memory
Working The scenario inputs being assembled and their reconciliation status.
Episodic Prior cycles' data mappings and the breaks that arose.
Semantic The data dictionary, model input specs, and scenario definitions.
Procedural Reconciliation playbooks per portfolio and data source.
Store Stress-data warehouse + lineage store
Orchestration
pipeline MCP
Harness · Managed Agents … sandboxed code execution; structured note-taking documenting every mapping and assumption; full data lineage.
Tools
{ } Portfolio + balance-sheet systems API { } Macro-scenario feeds API ›_ Data transformation + reconciliation Code exec ⇄ Data-quality oversight agent gate A2A
Evals & guardrails
- Reconciliation completeness checked against source before data is released to models.
- Every mapping and assumption documented and traceable for the supervisory exam.
- Material data breaks escalate to the data-quality oversight agent before the model run proceeds.
Offline reflection
Replays prior-cycle reconciliation breaks to pre-empt the same mapping failures on the next cycle.
Frontier edge
- ▲Eval-gated continual learning: each cycle's confirmed mapping fixes feed a SEAL-style self-edit to the reconciliation playbook.
- ▲Anticipatory: pre-flags the inputs that historically broke under a given scenario, fixing them before a downstream model run inherits the error.
- ▲Confidential compute: reconciles portfolio and balance-sheet inputs across systems inside a secure enclave, keeping sensitive position data out of the clear during prep.
In numbers
100%, fully traced
Scenario inputs reconciled
100%
Input lineage coverage
Handoffs
Hands to → Stress Narrative & Reporting Agent
Across ⇢ Credit Risk + Market Risk (portfolio inputs)⇢ Treasury for balance-sheet projections