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Insurance & Claims

Underwriting, pricing, claims automation and fraud intelligence for insurers, brokers and claims administrators.

Insurance margins turn on two numbers: how accurately you price risk at the start, and how much a claim costs to handle at the end. Both are data problems.

How to read these. Each page is a blueprint for something we would build for you, with an illustrative interface mockup, the endpoints it would expose, the data it would need and an honest account of what makes it hard. None of them is a product we already operate.

Blueprints in this category

8 offers

Vehicle Damage Estimation API

Damage detection, parts identification and a repair cost range from claim photographs, for motor insurers and claims administrators.

Motor insurers · Claims administrators · Fleet operators

Property Risk Scoring API

Flood, wildfire, storm and subsidence exposure scored at individual address level, for property underwriting and portfolio management.

Property insurers · MGAs · Reinsurance brokers

Insurance Fraud Detection API

Claim scoring, duplicate evidence detection and network analysis, so organised claim fraud is visible before payment rather than after.

General insurers · Claims administrators · MGAs

Claims Document Extraction API

Structured fields pulled from invoices, medical bills, repair estimates and policy documents, with a confidence value on every field.

Insurers · Claims administrators · TPAs

Medical Claims Anomaly Detection API

Billing outliers, duplicate submissions and unusual service patterns surfaced across health claims, scoped firmly to billing rather than clinical judgement.

Health insurers · TPAs · Employer health schemes

Travel Risk Intelligence API

Destination disruption, weather and security intelligence scored per trip, for travel insurers and corporate travel programmes.

Travel insurers · Assistance providers · Corporate travel managers

Cyber Insurance Risk API

External attack surface measurement and security posture scoring from authorised, non-intrusive observation, for cyber underwriting and portfolio monitoring.

Cyber insurers · MGAs · Reinsurance brokers

Vehicle History Intelligence API

Accident, ownership, mileage and write-off history assembled from lawfully licensed sources, for insurers and vehicle marketplaces.

Motor insurers · Used vehicle marketplaces · Dealers

Other categories

Trading & Capital Markets

Embedded research, scoring and risk intelligence for brokers, trading platforms, prop firms and investment apps.

9 blueprints

Banking, Payments & Credit

Risk, verification, forecasting and reconciliation APIs for banks, payment processors, lenders and finance software.

9 blueprints

E-commerce & Retail

Pricing, catalogue, demand and customer intelligence for retailers, marketplaces and commerce software.

9 blueprints

Real Estate & Property

Valuation, rental, risk and development intelligence for portals, lenders, investors and property software.

8 blueprints

Travel & Hospitality

Pricing, disruption, demand and destination intelligence for booking platforms, hotels and travel management firms.

8 blueprints

Logistics & Supply Chain

Prediction, benchmarking and exception intelligence for carriers, freight platforms, 3PLs and procurement teams.

9 blueprints

Healthcare & Life Sciences

Document, scheduling, capacity and evidence intelligence for health software, providers and life-science firms.

8 blueprints

Sales, Marketing & Ad Tech

Enrichment, intent, scoring and brand intelligence for CRMs, sales platforms, agencies and marketing software.

9 blueprints

Cybersecurity, Identity & Fraud

Exposure, reputation, authenticity and abuse intelligence for security vendors, banks and trust-and-safety teams.

8 blueprints

Manufacturing & Industrial

Maintenance, quality, parts and supplier intelligence for industrial software, manufacturers and distributors.

8 blueprints

Energy & Utilities

Price, generation, demand and asset intelligence for utilities, traders, installers and energy software.

7 blueprints

Agriculture & Environment

Yield, disease, water and environmental intelligence for agritech, insurers, lenders and commodity firms.

8 blueprints

Education & Workforce

Skills, salary, matching and progression intelligence for HR software, job platforms and education providers.

8 blueprints

Legal, Compliance & GovTech

Contract, regulatory, tender and screening intelligence for legal software, compliance teams and public-sector suppliers.

8 blueprints

Media, Gaming & Sports

Content, audience, integrity and rights intelligence for streaming platforms, publishers, studios and sports apps.

8 blueprints

Telecom & Communications

Number, routing, quality and conversation intelligence for carriers, CPaaS providers and contact-centre software.

7 blueprints

SaaS, AI & Developer Infrastructure

Extraction, search, monitoring and evaluation APIs that software companies embed and resell to their own customers.

9 blueprints

Something close but not quite right?

These are starting points. Most engagements begin with one of them and change shape once we understand your data and your customers.