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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.

KYC & onboarding

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

60% faster onboarding · 92% first-pass accuracy

AML & transaction monitoring

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

40% reduction in false positive review time

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.

3-day to 3-hour brief cycle

Customer due diligence refresh

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

5× more reviews completed per analyst

Client servicing

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

70% reduction in post-meeting admin

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.