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The Scholar: AI Due Diligence Engine

muthukumaran42510
February 1, 2026

About

This canvas implements an end-to-end AI research and verification system that conducts multi-angle web research, extracts and classifies claims from 50+ sources, cross-references claims to detect contradictions and calculate confidence scores, and generates professional investment memos with multi-format exports (PDF, JSON, Markdown). The workflow flows from research collection β†’ claim extraction β†’ cross-reference verification β†’ comprehensive reporting β†’ investment memo generation with export functionality.

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