Insurance products built on regulated-industry engineering
We bring fintech and RegTech engineering rigor to insurance — claims processing, underwriting, policy administration, fraud detection. The same compliance and security posture that ships software past financial regulators applies directly to insurance work.
Up front: we have not yet shipped a pure insurtech product. Our portfolio is concentrated in fintech and RegTech. What we do bring is the same engineering muscle insurance products require — document extraction at scale, regulator-grade audit posture, AI in production with explainability, and ISO 27001-aligned delivery. The mapping is below; we will let you decide whether the expertise transfers cleanly enough for your build.
Where insurtech engineering lives
Six insurtech domains where the engineering pattern is well-defined — and where our regulated-industry experience maps directly.
Claims Processing
Automated claims intake, triage, and payout pipelines. Document extraction, fraud signals, claim-status APIs that downstream systems can actually rely on.
Underwriting Automation
Risk scoring, rules engines, and underwriter copilots. ML pipelines that produce explainable decisions — not opaque scores regulators will not accept.
Policy Administration
Policy issuance, amendments, renewals, lapse management. The systems-of-record work that has to be boring and reliable above everything else.
Distribution & Brokerage
Quote-and-bind platforms, broker portals, embedded insurance APIs. Multi-carrier integrations and the routing logic that has to keep up with rate-table changes.
Fraud & Anomaly Detection
Claims fraud signals, application anomalies, network analysis. Built with the human-in-the-loop review and explainability investigations require.
Compliance & Reporting
State and federal insurance regulator reporting, NAIC frameworks, data privacy alignment. The reporting layer that turns policy data into auditor-ready output.
Where our expertise comes from
We have not shipped a pure insurtech product. Here is what we have shipped that exercises the exact engineering muscles insurtech products demand.
Document extraction at scale
AlphaSense and Encore Compliance: extracting structured data from regulatory filings, policy documents, and contracts. The exact engineering muscle insurance claims-processing and underwriting demand. Different documents, same problem shape.
Regulator-grade audit & evidence
Encore Compliance and ACA Group: building platforms inspected by financial regulators (SEC, FINRA, FCA) under live audit. Insurance regulators care about the same things — audit logs, role-based access, explainability, evidence trails. We default to those.
AI agents for regulated workflows
Sokin: a conversational AI agent for a global payments company resolving 60%+ of customer queries autonomously. The same architecture pattern applies to insurance customer support, claims-status inquiries, and policy-question agents — with the same guardrails and escalation paths.
Risk scoring & ML in production
Across our portfolio: production ML pipelines for compliance risk scoring, anomaly detection, and decision automation — with the model monitoring and explainability frameworks insurtech underwriting and fraud detection require.
Read the underlying engagements: Encore Compliance, ACA Group, AlphaSense, Sokin.
Why insurtech teams choose us
Regulated-industry engineering rigor — translated to insurance problems.
ISO 27001 certified
Information security management certified across every engagement. Required for any serious insurance-data engagement.
Regulator-ready engineering
Audit logs, role-based access, encryption-in-transit-and-at-rest, evidence trails — defaults, not retrofits. The same posture that satisfies SEC and FINRA satisfies state insurance regulators.
Explainable AI built in
Underwriting, fraud detection, and claims automation cannot be black boxes. We build with model explainability and decision logging where consequence requires it.
Lean teams that ship
TPM + Dev + QA per project. The QA function exists specifically to catch compliance and edge-case gaps before they ship to real policyholders.
Building an insurtech product?
30-minute call. Tell us about your product. We will tell you honestly whether our regulated-industry expertise transfers cleanly to your build — and where it does not.