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Finance

Agents that handle the volume, so your team can handle the judgment calls

From fraud monitoring to regulatory reporting, we build agents that operate within the controls financial institutions require — auditable, explainable, and integrated with your core systems.

Where agents make the biggest difference

Fraud & anomaly detection

Agents continuously monitor transaction streams, flag outliers against behavioral baselines, and compile investigation-ready reports for your risk team — cutting false positives without missing real threats.

Portfolio monitoring

Track positions across accounts, surface concentration risk and policy breaches in real time, and generate plain-language summaries for relationship managers and clients.

Regulatory reporting

Automate the assembly, reconciliation, and validation of regulatory filings, with full audit trails showing how each figure was derived.

Client servicing & onboarding

Handle KYC document review, answer routine client queries, and prepare relationship managers with context before every call — escalating anything ambiguous to a human.

Built for the constraints you actually operate under

Auditability

Every agent decision is logged with the reasoning and data behind it, ready for compliance review.

Human-in-the-loop

High-stakes actions (transfers, account changes, client communications) route through approval workflows you define.

Data residency & security

Deployed within your infrastructure or VPC, with access controls aligned to your existing security policies.

Let's find your highest-impact use case

Book a call and we'll walk through your workflows to identify where an agent pilot could deliver value fastest.