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dhari .ai

Solutions — Banking

For regulated
financial institutions.

KYC, AML, trade surveillance, regulatory intelligence. Six high-value use cases where agentic AI changes the unit economics — and every one designed to survive an audit.

Use cases

Six high-value places to begin.

KYC & onboarding

Document extraction, sanctions screening, adverse-media checks, and risk-tiering, with full evidence trail per applicant.

Faster onboarding · full evidence trail

AML & transaction monitoring

Multi-signal anomaly detection with agent-generated narrative cases. Investigators get a draft SAR, not a raw alert.

Fewer false positives to chase

Trade surveillance

Cross-market behaviour detection — spoofing, layering, marking-the-close — with explainable rationale per flag.

MAS Notice SFA 04-N12 aligned

Regulatory reporting

Generative summaries of MAS notices, BCBS papers, BIS publications, mapped to your policy library and gap-flagged.

Brief cycles in hours, not days

Customer due diligence refresh

Automated periodic review of EDD files. Agent retrieves latest data, identifies changes, drafts review note.

More reviews per analyst, same headcount

Client servicing

Wealth and corporate banking RM copilot — call summaries, action items, next-best-conversation suggestions.

Post-meeting admin, largely automated

Compliance by design

Audit-ready on day one.

Every Dhari agent is designed against MAS guidance from the first commit. Not bolted on as a compliance review.

MAS FEAT

Fairness, Ethics, Accountability, Transparency principles for AI in financial services

MAS Notice 626

AML/CFT requirements for banks — full audit trail for every screening decision

MAS TRMG

Technology Risk Management Guidelines — observability, change control, incident response

PDPA

Singapore data residency, DPO oversight, DPIA per use case, consent management

AI Verify

IMDA AI governance testing framework — ready for self-assessment certification

Banking engagements

Want to scope a pilot in your bank?

Most banking pilots start with a 6-week proof of value on a contained use case — typically KYC refresh, AML narrative drafting, or regulatory summarisation. We bring the agents; you pick the data.