We Build the AI-Led Insurance Agency.

Event-driven actuarial pipelines and intelligent data portals that eliminate manual latency in underwriting, claims, and renewals.

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Services

AI Claims Triage & Reserve Estimation

Automatically classify incoming claims by severity and line of business using LLM-powered analysis. Generate initial reserve estimates in seconds, freeing adjusters to focus on complex cases.

Automated Renewal & Retention Workflows

Trigger multi-step renewal pipelines months before expiry with personalized outreach. Track engagement, escalate non-responders, and sync status back to your AMS automatically.

Intelligent Lead Scoring for Commercial Lines

Enrich inbound leads with firmographic data and score them against your ideal customer profile. Route high-value prospects to producers instantly, reducing response time from hours to minutes.

Self-Service Certificates of Insurance

Let certificate holders request and receive COIs through an automated portal — no CSR intervention needed. Reduce certificate turnaround from days to minutes with real-time validation.

AI Meeting & Call Summarization

Transcribe and summarize producer meetings, adjuster calls, and underwriting discussions automatically. Extract action items and push structured notes to your CRM or task management system.

Automated Client Data & Underwriting Portals

We replace static "digital brochure" websites with intelligent front-ends that capture structured prospect data in real time; validating inputs, scoring risk propensity via n8n webhooks, and persisting every submission to a PostgreSQL data warehouse. Moves leads from inquiry to review in seconds, not hours.

How It Works

1

Discovery

We map your highest-friction workflows in a 30-minute call.

2

Build

We design and deploy your automation pipeline in 2–4 weeks.

3

Handoff

You receive a fully documented system with self-healing error handling and a QA checklist.

Insurance is a data orchestration problem, not a paperwork problem.

CRA was founded at the intersection of Actuarial Science and AI engineering. By combining SOA-trained risk modeling with modern automation infrastructure (n8n, Python, Docker, PostgreSQL), we replace manual tribal knowledge with structured, event-driven data systems. Whether it’s automating FNOL severity scoring, building intelligent lead capture portals, or executing lapse rate experience studies; we build the systems that let agencies scale without adding headcount.

Accuracy

SOA-trained risk logic and validated scoring models, not generic AI outputs.

Velocity

Pipeline processing that moves leads and claims from intake to action in minutes, not hours.

Compliance

Every system ships with QA documentation, data dictionaries, and audit-ready SOPs.

Tech Stack

n8n OpenAI Docker PostgreSQL Cursor Lovable Python

Contact

Ready to eliminate manual bottlenecks in your operation?

Request a Demo