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Kestrel — Financial Crime Intelligence

Financial crime
intelligence
for Bangladesh's
banks.

Pattern detection, cross-bank entity intelligence, AI-drafted STRs, real-time transaction scoring, and goAML interoperability. Billable in BDT, deployable on local infrastructure, ready to demonstrate today.

Field note

Scam money moves across six banks in twelve minutes. Your CAMLCO sees only what passed through your bank. Kestrel adds the intelligence layer above, with anonymised cross-bank signal, AI-assisted investigation, and BFIU-ready reporting that complements every system you already run.

Start here

Three ways to evaluate Kestrel.

Path 01 · For · Commercial banks┼ Self-serve

Run a pilot. Populated workspace in 10 minutes.

Self-serve signup creates your tenant, fires demo data within ten minutes, and unlocks the full bank-side surface: pattern scanner, AI-drafted STRs, cross-bank intelligence, real-time scoring, and the compliance dashboard. No commitment beyond the pilot window.

Run a pilot →
Path 02 · For · Regulators and FIUs

Schedule a platform briefing.

National-scale deployment for FIUs, with the full goAML report lifecycle, IER workflow, and sovereign LLM deployment inside your data centre. Briefings cover the BFIU command view, cross-institutional intelligence, and the contract framework for regulator-grade deployments.

Schedule briefing →
Path 03 · For · Integration teams and CTOs

Read the docs.

The integration spec your engineers ship from on a Friday, the security posture your CTO signs off on, and the goAML coverage answer your CAMLCO needs. Three short documents, no registration.

Open the docs →
Anchor 01

14,106

STRs and SARs reviewed by hand in one reporting year.

BFIU Annual Report · FY 2022–23

Anchor 02

90.8%

Share of suspicious activity originating inside the banking system.

BFIU Annual Report

Anchor 03

61

Scheduled banks in Bangladesh — each blind to the others, until now.

Bangladesh Bank

Anchor 04

~$7.8B

Laundered via mobile money in a single year, per published estimates.

Centre for Policy Dialogue

Anchor 05

27,481

Sanctions records screened daily across OFAC, UN, UK FCDO.

Kestrel production · May 2026

Subsection · Coverage

Everything goAML does.
Plus the ten things goAML can't.

goAML is the filing cabinet. Kestrel is the detective.

Kestrel mirrors every goAML workflow that matters — STR, SAR, CTR, TBML, Complaint, IER, Adverse Media, Escalated reports, Additional Information Files, Catalogue Search, Disseminations, Match Definitions, Reference Tables, Statistics. Banks keep their existing XML pipelines unchanged. Import and export round-trip cleanly.

On top of that, Kestrel delivers what a filing cabinet cannot: a live, shared, explainable intelligence surface that works while the money is still in motion.

View full coverage map →

Kestrel ships with

  • AI alert explanations that translate rule hits into analyst-ready narratives
  • Automatic cross-bank entity resolution across accounts, phones, wallets, NIDs, devices
  • Real-time transaction scoring with sub-500ms decisioning and per-rule explainability
  • Watchlist screening against 27,481 OFAC, UN, and UK FCDO records, refreshed daily
  • KYC onboarding with inline screening of primary and beneficial owners
  • Two-hop network graphs on every subject, rendered without manual drawing
  • Explainable risk scoring with per-rule weights, hit traces, and contribution breakdowns
  • Compliance benchmarking and executive dashboards across every reporting institution
Production metrics

Real software,
running today.

Run 01

27,481

Sanctions records screened daily across OFAC, UN, UK FCDO. Refreshed every 24 hours via scheduled tasks.

Run 02

< 500 ms

Real-time transaction scoring SLA, with full rule explainability returned in the response.

Run 03

134

Production API routes across STR, CTR, IER, case, screening, realtime, agentic investigation, admin.

Run 04

11

Scheduled jobs running on production: nightly scan, daily digest, weekly compliance, KYC re-screening, audit retention.

Run 05

< 10 min

From signup to populated demo workspace. Self-serve, with twelve months of synthetic data seeded automatically.

Run 06

99.5% / 99.9%

Uptime SLA, Professional and Enterprise tiers. Live status page with 30 and 90 day windows.

Roles and views

Three personas.
One surface.

Class 01 · Operative

BFIU Analysts

Unified search across every reporting institution. Case management, disseminations, Egmont-wire intelligence exchange. Network graphs on every subject — no manual drawing.

Class 02 · Reporter

Bank CAMLCOs

A pattern scanner on your own transactions. STR drafting assisted by AI-detected alerts. Peer-network intelligence without exposing your own book. Real-time decisioning API for your core banking system.

Class 03 · Command

BFIU Directors

National threat dashboard. Bank-by-bank compliance scorecards. Typology trends. Executive briefings generated from live data.

Jurisdiction

Local by
design.

Kestrel is built for Bangladesh. BDT-native. Bangla-ready. Tuned to the channels an analyst actually sees — NPSB, BEFTN, RTGS, bKash, Nagad, Rocket.

Every threshold respects local regulation. Every typology in the library is modelled on real Bangladesh scam patterns: click-and-earn mule networks, hundi-style cross-border settlement, TBML under-invoicing.

NPSBBEFTNRTGSbKashNagadRocketBDTBanglaNIDCBCBB Circular 26/2024
Next step

Ready to
evaluate?

Bank pilots run for thirty days at a fixed pilot fee that converts to subscription on contract. Briefings for BFIU and peer regulators are scheduled directly. Press, partners, and accredited researchers can download the full press kit without registration.

Financial crime intelligence for Bangladesh's banks. Built in Dhaka.

Protocol

  • Money Laundering Prevention Act, 2012
  • Egmont Group intelligence exchange
  • BB Circular 26/2024 · AI AML compliance

Issued

© 2026
Dhaka, Bangladesh
Enso Intelligence Inc.