Your financial AI cannot afford to silently fail.
Wrong FX rates. Stale market data. Unhedged positions. Non-compliant advice. Standard evaluation misses all of it. Composo catches these failures before they reach a customer, a regulator, or a headline.
A failure report on your financial AI, categorised by type, severity, and regulatory exposure. Delivered in under a week.
The problem
Agentic finance cannot be vibe-checked.
Financial AI failures are not noisy. They are silent. A product recommendation drops a crucial risk warning. An FX quote uses yesterday's rate. An agent confidently answers a hedging question with fabricated logic.
The people building these systems know this. One VP of AI Strategy at a global payments company told us plainly: "Can't make mistakes on FX, hedging decisions, financial product recommendations. We need strong evaluation beyond basic guardrails or tone checking."
Generic hallucination checks do not catch domain-specific financial failures. Composo does.
Use cases
Where Composo deploys in financial services.
Agentic financial advice
FX quoting, hedging suggestions, portfolio recommendations. Composo catches unhedged exposure, stale data, risk-warning omissions, and unsupported financial claims.
Trading and markets assistants
Research generation, desk-facing agents, trade-idea synthesis. Catches calculation errors, hallucinated instrument details, and misquoted benchmarks.
Fraud and AML narratives
SAR narrative generation, case summary drafting, KYC reasoning. Catches omitted risk signals, unsupported conclusions, and reasoning gaps that would fail audit.
Lending and credit
Credit decision explainability, lending narrative QA, collateral assessment review. Catches policy-inconsistent reasoning and decision-criteria omissions.
Compliance and control
Model risk management, pre-submission review of customer-facing outputs, disclosure language checks. Catches regulatory-exposure phrasing before it ships.
Customer service and wealth
Retail financial chat, wealth-advisor assistants, complaint-handling AI. Catches misstated terms, missing disclosures, and escalation-trigger failures.
Case study
Financial planning: the agents that drifted.
A US-based financial planning platform ran agents that passed every internal eval while silently dropping key risk disclosures after a model update. Composo deployed, caught the drift within days, and surfaced a specific failure pattern their team had never considered. See the full case study.
Read the case study →Built for regulated buyers.
SOC 2 Type II
Independently audited. Attestation available under NDA.
GDPR + DPAs
EU data residency on request. Data processing agreements standard.
Audit trails
Every evaluation logged with rationale. Built for model risk management.
Frequently asked questions
What kinds of financial AI does Composo evaluate?
Agentic financial systems (FX, hedging, product recommendations), customer-facing financial advice, fraud detection pipelines, KYC and AML narrative generation, compliance-review assistants, and credit decision explainability. Anywhere an LLM produces output that a regulator, customer, or internal reviewer needs to trust.
Why is generic LLM-as-judge not enough for financial AI?
A generic hallucination check does not know that a 5 basis point rate quote is catastrophically wrong while a 0.5 bp difference is rounding. Financial failure modes are domain-specific: wrong FX rate, stale market data, hedge ratio error, incorrect collateral haircut, non-compliant advice. Composo calibrates to your specific failure taxonomy during a 2 to 4 week deployment.
How does Composo handle compliance and audit trails?
Every evaluation is logged with the full trace, the evaluation criteria, the scoring rationale, and the reviewer corrections used for calibration. This audit trail is designed to support regulatory review and internal model risk management frameworks. We provide SOC 2 Type II attestation and data processing agreements out of the box.
Can Composo run as a pre-production guardrail for agentic financial systems?
Yes. Composo can operate at the inference boundary to block bad outputs before a tool call executes or a message reaches a user. One customer blocks 50% of agent tool calls in real time based on domain-specific quality criteria.
Is Composo suitable for regulated financial services buyers?
Yes. Composo is SOC 2 Type II certified, supports EU data residency, and signs DPAs for regulated customers. The platform was designed for high-stakes AI deployments where compliance and auditability are baseline requirements.
See the failures hiding in your financial AI.
Categorised by type, severity, and regulatory exposure. Delivered in under a week.