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AM Tech Hub
Fintech & Insurtech

Automating Commercial Policy Underwriting with Multi-Agent Document Intelligence

3 Days -> 12 MinsPolicy Turnaround Time
99.4%Risk Classification Accuracy
+320%Annual Underwriting Capacity

The Architectural Challenge

Meridian underwriters manually scrutinized 80-page commercial property portfolios, loss-run statements, and municipal building codes, limiting quote velocity to just 15 quotes per underwriter each week.

The Engineered Solution

We engineered an autonomous underwriting pipeline that ingests commercial documents, runs OCR and tabular extraction via fine-tuned vision-language models, queries hazard GIS datasets, and compiles structured actuarial risk scores directly into policy rating software.

System Architecture: Secure enterprise Python backend with LangChain/LangGraph agent workflows, Azure Form Recognizer, Qdrant vector database, and human-in-the-loop review dashboard built in React.

Technologies Deployed

PythonFastAPIReactAzure OpenAIQdrantPostgreSQLDocker
“Our brokers now receive accurate binding quotes within 15 minutes instead of waiting days. Our quote-to-bind conversion rate surged by 44% in the first quarter.”

Clara Vance-Howard

EVP of Underwriting, Meridian Insurance

Project Scoping • Guaranteed 48h Engineering SLA

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With Principal Systems Architects

Specify your project requirements below. Whether deploying our turnkey Smart POS & HRMS platforms, developing autonomous agentic AI workflows, or re-architecting legacy monoliths into high-throughput cloud microservices—our senior architects will review your brief under mutual NDA.

Direct Senior Engineering Contact

Skip junior sales gatekeepers and collaborate directly with our solutions architects, principal leads, and technical founders.

Engineering Desk
contact@amtechhub.online
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+92 317 0068650Chat Now
Response SLA
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Supported Architecture Tracks:
• Smart POS Platform• HRMS & Automated Payroll• Agentic AI & Enterprise RAG• 7-R Legacy Modernization• Custom SaaS Multi-Tenant• High-Concurrency Go• Cloud & DevOps GitOps• Code Quality Audit
Protected under strict mutual Non-Disclosure Agreements (NDA). All project requirement briefs, technical architectures, and IP remain 100% your proprietary property.

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