Financial Services

Plan agent workflows for risk, advice and operations.

Explore KYC, investigations and advisor support with review, traceability and model-risk requirements defined for your institution.

The work to be done

Start with your team's constraints.

Regulators are watching AI now

SR 11-7, OCC, FCA and MAS expect documented model risk management for every agent in production.

AML costs are unsustainable

False-positive rates of 95%+ are blowing up investigator headcount and consent-order budgets.

Vendor agent sprawl

Every core, CRM and surveillance vendor is shipping its own agent.

Front-office latency

Trader and advisor copilots can't tolerate provider outages or seconds-long token streams.

Data residency

Cross-border inference triggers regulatory scrutiny across EU, UK, Singapore and the GCC.

FinOps blind spots

Token spend explodes line-of-business by line-of-business with no per-desk attribution.

Illustrative agent workflows

What an agent could take on.

Examples for planning, not reported deployments or measured outcomes. Scope each workflow with your team, data and review requirements.

KYC / Perpetual KYC Agent

Continuously refreshes customer risk profiles, screens against sanctions and adverse media, and drafts disposition memos for analyst sign-off.

AML Investigations Agent

Clusters alerts, pulls SWIFT, transactions and counterparty context, and drafts SAR narratives.

Advisor & RM Copilot

Pulls portfolio, household and CRM context to draft client outreach, prepare meeting briefs and surface next-best actions.

Trade Surveillance Triage

De-duplicates alerts across venues, attaches comms and trade evidence, and routes to compliance with explainability.

Loan Origination & Servicing Agent

Extracts and validates docs across underwriting, servicing and default.

Customer Servicing Agent

Resolves Tier-1 inquiries across phone, chat and secure messaging with shared memory, full transcript audit and safe escalation.

Regulatory Reporting & Disclosures

Drafts CCAR / DORA / Basel narratives, footnotes and exhibits with cell-level source traceability.

Legacy Core Computer-Use Agent

Operates green-screen cores and legacy ops UIs through computer use.

Considerations

Requirements to assess

Model-risk reviewAccess controlsData residencyAudit requirementsHuman approvals
Systems

Potential integration points

Salesforce Financial Services CloudBloombergFISFiservJack HenryServiceNowSnowflakeDatabricksSWIFTMurexnCinoActimize
Resources

Resources for financial services teams

Ready to operationalize your agents?

Talk to our team about a pilot on Synaptix Cloud or on-prem.