01 / 04
Fraud looks legitimate until after payout
Substitution and duplicate claims slip through manual review and surface only after the wire transfer.
Industries / 04
Financial Services & Insurance
Fraud detection, KYC/AML, claims lineage and audit-grade transaction systems — where every event records the rule that fired and the data it fired on.
Every event is a receipt.The challenge
What slows financial services teams down.
The operating problems we hear most often — and design around first.
02 / 04
Slow claims for honest customers
Weeks of paperwork for legitimate claims damage trust and drive up handling cost.
03 / 04
Decisions without a trace
Regulators expect a verifiable chain of custody for every decision, not reconstructed spreadsheets.
04 / 04
Signals spread across sources
Fundamentals, technicals and macro flow rarely meet in one auditable reading.
How Insignia helps
Technology shaped around how financial services really works.
Connected capabilities, applied where they create the most value for this sector.
- Fraud detection at intake
- KYC / AML
- Claims lineage & hash-chained audit trails
- PCI DSS · SOC 2 posture
- Operator-controlled decision gates
Fraud detection at intake- 01
Financial systems engineering
Streaming fraud detection, KYC/AML and cryptographically chained transaction records.
Domain Solutions - 02
Computer vision & ML
Biometric identity, cause classification and models governed for production.
Data & Intelligence - 03
Capital intelligence
Auspex: a multi-signal recommendation engine with an operator-configured execution gate (incubating).
Auspex
Case / 2024.09 · Shipped
Hide Nothing
Cattle-claim insurance, biometric identity
CV-driven cattle identification and automated claim filing — fraudulent claims caught at intake, before any payout.
91% of frauds caught at intake · clean-claim turnaround from 4–8 weeks to under 48 hours.
Open case file
From Insignia Labs
Products we ship and operate for this sector.
Make the next move
Have a financial services challenge worth solving?
Tell us what needs to work better. We’ll help find a clear, practical path from idea to impact.
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