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  • AI-Native AML & Fraud Investigation

Turn alert noise into case clarity 

FinInsight AI is the AI-native layer for AML case investigation teams — it prioritizes real risk, traces hidden networks across accounts, and drafts audit-ready SARs, so your investigators spend time on cases that actually matter.

Request a demo
See the Platform

30-minute walkthrough on your own case patterns — no generic demo.

70%

faster L1 investigations

50%

fewer false positives

70%

better traceability & audit readiness

$0.5–0.8M

est. annual savings, mid-size bank

ALERT VOLUME vs TRUE POSITIVE
Banking-grade, audit-ready
  • SOC 2 Type II
  • ISO 27001
  • VAPT Certified
  • GDPR Compliant
  • Zero PII Persistence
  • Before / After

The manual way vs. FinInsight AI

What changes for your team in the first 90 days — not projections, the same metrics your investigators track today.
See how we get there →
The manual way vs. FinInsight AI
  • How it works

One AI layer, three jobs

FinInsight AI sits across your existing AML/TMS stack — it doesn’t replace your systems, it makes the investigation work happening around them radically faster.

01 / CONTEXT

Unified Investigation Context

Automatically ingests structured and unstructured data — transactions, KYC, alerts, documents, case notes — into entity-level timelines and graphs, with long-term memory of behavior across cases.

02 / PRIORITIZE

AI-Led Case Prioritization

Applies risk heuristics across transaction profile, customer risk tier, and alert repetition to auto-resolve low-risk noise and cut false positives by up to 50%.

03 / RESOLVE

GenAI Investigation & SAR

Generates case summaries and investigative rationale with source-level reasoning, plus ready-to-file STRs with built-in validation — explainable, every time.

See it work on your own case queue

Bring a sample of real (anonymized) alerts — we’ll show exactly what FinInsight AI flags, and why.
Request a Demo
  • End to end

Built into the AML lifecycle

From the moment an alert fires to the moment a report is filed, FinInsight AI carries the case.

Monitoring

RISK: sanctions, PEP, adverse media
AML Screening Engine

Investigation

RISK: manual review, delays
AI Case Investigation Platform

Reporting

RISK: SAR delays, compliance gaps

AI-Assisted Case Narration & SAR
  • Under the hood

Capabilities

The engine behind every prioritized case, every traced network, every drafted report.

Multi-Layer Graph Intelligence

  • Deep linkage across customer, account, and transaction entities
  • Graph-based anomaly detection beyond static rule engines
  • Hidden relationship and mule-network discovery

Real-Time AML Screening

  • Sanctions, PEP, and adverse media screening in real time
  • Sub-second transaction risk evaluation
  • Adaptive thresholds tuned to customer risk tier

Advanced GenAI Investigation Engine

  • LLM-powered case summarization and SAR drafting
  • Context-aware reasoning using RAG and long-term case memory
  • Continuous learning from investigator feedback

Enterprise-Grade Deployment & Security

  • On-prem, SaaS, or hybrid deployment flexibility
  • API-first — plugs into your existing AML / TMS stack
  • Zero PII persistence, full audit trails, role-based access
  • See it in action

Cases you can trust, networks you can trace

Every flag comes with a graph, a rationale, and a source — not a mystery score.

Trace hidden mule networks

Graph-based detection surfaces clusters rule engines miss
Trace hidden mule networks

Explainable, source-cited findings

Every flag ships with human-readable rationale
Explainable, source-cited findings
Want the full product walkthrough on a real case queue?
Book 30 minutes

Every flagged case ships with a citation-backed rationale — not a black-box score.

Explainability built for regulators and examiners, not just investigators

  • Business impact

What Heads of Investigation see

In the first two quarters — not projections, the same metrics your investigators track today.
0 %
Reduction in case investigation time via instant data compilation
0 %
Reduction in false positives with graph AI and risk context modeling
0 %
Improvement in traceability and policy adherence via audit automation

$0.5–0.8M

Estimated annual savings for a mid-sized bank
  • Trust & Security

Built for banking-grade security

Zero PII persistence. Complete audit trails. Deployed on-prem, SaaS, or hybrid — your data, your rules.
  • SOC 2 Type II
  • ISO 27001
  • VAPT Certified
  • GDPR Compliant
  • Zero PII Persistence
  • Questions

Frequently asked

How long does implementation take?
Most banks are live within a few weeks. FinInsight AI is API-first and deploys cloud, on-prem, or hybrid alongside your existing AML/TMS stack — no rip-and-replace required.
No. FinInsight AI sits on top of your existing TMS, KYC, and CRM systems as an investigation and case-management layer — it makes the work around them faster, not a replacement for them.
Zero PII persistence, SOC 2 Type II, ISO 27001, VAPT-tested, and GDPR compliant, with full role-based access and audit trails on every action.
Every flagged case includes a source-cited, human-readable rationale — built for examiner and regulator review, not just internal use.
  • Get in touch

See FinInsight AI on your own case queue.

Tell us a bit about your team and we’ll set up a 30-minute walkthrough — using patterns from your own alert volumes, not a generic demo.
  • Live walkthrough on real case patterns
  • Integration scoping with your AML/TMS stack
  • Security & compliance deep-dive on request

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