Financial Services
Compliance-aware automation that survives audit.
Regulated environments are AI's hardest mode — audit trails, model-risk frameworks, no hallucinations on numbers. I ship pipelines that operate inside those rails, not around them.
- Full immutable audit log per agent run — exportable as PDF for exam
- Model-risk controls: confidence thresholds, human sign-off gates
- Source-grounded outputs only — no hallucinated numbers
- Red-team scripts run against every new pipeline before production
Regulators care about reproducibility: if you can't show what data the model saw, what decision it made, and why, the output doesn't exist. Every run ships with an immutable audit trail that survives exam.
- Source-grounded outputs only — every claim traced to a source document
- Immutable audit log per run, exportable as PDF for compliance review
- Model-risk controls: confidence thresholds, human sign-off at decision gates
- Audit coverage
- 100% of runs
- Output grounding
- source-only, enforced
- Model-risk framework
- built-in from v1
- How do you handle regulatory compliance?
- Hard-coded policy + KYC + sanctions screening runs before any agent decision. Every action lands in a legal-grade audit log. Compliance teams get read-only dashboards and replay tooling out of the box.
- Is this safe for customer-facing decisions?
- Where regulation allows — yes, with HITL for high-impact decisions. The pattern is: AI proposes, human approves, audit captures. The agent never green-lights a decline or a payout solo.
- Can it integrate with existing core banking systems?
- Yes — via webhook + API. We've integrated with Mambu, Finastra, and bespoke core banking platforms; the agent layer adapts to the system, not the other way around.
- Pre-decision compliance gate
Hard-coded policy + KYC + sanctions runs before any agent decision. Failure short-circuits, audit captures every check.
- Core-banking integrations
Wired to Mambu, Finastra, and bespoke cores via webhook + API. Agent layer adapts to the system.
- Replay + audit dashboards
Compliance teams get read-only dashboards and full run replay. Auditors see the trace, not screenshots.