Andy LeRoy
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Scoring a Franchise System Based on a 300+ page Legal Document (FDD)

Scoring a Franchise System Based on a 300+ page Legal Document (FDD)

A technical case study into LLM extraction, Eval Sets, and Production Scoring of Franchise Systems using AI.

By Andy LeRoy 15 Jul 2026
Turning 300-Page Legal PDFs into a Data Product: the Franchise Signal Architecture

Turning 300-Page Legal PDFs into a Data Product: the Franchise Signal Architecture

A technical overview of an end-to-end pipeline - ingestion, LLM extraction, scoring, RAG, and an MCP server - built to modernize franchise due diligence and reduce information asymmetry for prospective franchisees.

By Andy LeRoy 14 Jul 2026
Andy LeRoy
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