◆ Autonomous Specialist
Watches the held-securities book for credit deterioration and computes the expected credit-loss allowance under CECL, escalating positions outside the validated band to a senior credit-accounting agent before the allowance posts.
Memory
Working The position set under review and credit signals.
Episodic Prior allowance levels and impairment decisions.
Semantic CECL methodology, impairment indicators, ratings mappings.
Store Results warehouse + decision log
Orchestration
MCP
Harness · Managed Agents … scheduled runs with code-exec for the allowance model.
Tools
{ } Securities + credit-rating feeds API ›_ CECL allowance model Code exec ⌕ Accounting policy corpus Retrieval
Evals & guardrails
- Allowance recompute matches the validated model baseline within tolerance.
- Impairment conclusions outside the validated band gate to a senior credit-accounting agent before the allowance posts.
- Gold-set replay against a prior reporting period.
Frontier edge
- ▲Proactive credit-deterioration watch: surfaces the position turning before the rating migrates, not at the next quarterly review.
- ▲World-model loss simulation: projects expected credit loss across forward macro scenarios rather than extrapolating a single point estimate.
- ▲Multimodal signal reading: ingests issuer filings, ratings-agency notes and news natively to flag impairment indicators a batch review would miss.
In numbers
100%
Positions under continuous credit watch
Handoffs
Fed by ← Portfolio Valuation Agent
Hands to → GL Reconciliation Agent