AI Integration
AI Document-Processing System
Production AI agents handling document classification, routing, and triage at operational scale, with full audit trails and human-in-the-loop on regulated decisions.
A multi-tenant SaaS platform for an insurance intermediary, replacing spreadsheets and email with a system of record for claims and risk.
2026 ยท Built, deployed & operated by The Fourths

An insurance intermediary running claims and risk assessment across multiple parties, where the existing process lived in spreadsheets, inboxes, and one person's memory.
We replaced a fragile manual process with a multi-tenant platform that holds the full lifecycle of a claim, from intake through assessment to settlement, as a single auditable record. Role-based access keeps each party to exactly what they should see, and every state change is logged.
Built on the Azure stack with a state-machine at the core of the claim lifecycle, so a claim can only move through valid transitions and the history of those transitions is permanent. Staged dev, staging, and production environments mean changes are tested against real-shaped data before they reach live cases.
Assessors work from one system instead of reconciling versions by hand, leadership sees real numbers rather than summaries of stale exports, and the business has an audit trail it did not have before. Now in production and under active iteration.
Case Studies
AI Integration
Production AI agents handling document classification, routing, and triage at operational scale, with full audit trails and human-in-the-loop on regulated decisions.
AI Integration
A generative-AI content production platform for a regulated content operation: faster cycle time, a human review gate, and a full record of what was generated and approved.
Discovery calls are 30 minutes. We'll tell you if we're not the right fit.