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DocDetect – AI Document Analysis SaaS

Cross-checks document sets for contradictions and changes

Sep 26, 2026 AI & Machine Learning
contradiction detection document analysis ocr semantic review text extraction

About

DocDetect is a complete document-intelligence SaaS. Users upload a set of related documents (PDF, DOCX, XLSX or PNG/JPG images). DocDetect extracts the text, running OCR on images, applies a deterministic analysis engine and then an AI semantic review. Every finding is linked back to the source passages it came from.What it detects- Contradictions between documents- Changes between versions (for example, a fee revised from one version to the next)- Missing references (material that is cited but not in the set)- Version mismatches (a reference that points to a different version)- Duplicate filesWhat users get- A results dashboard with summary statistics, filters and evidence previews- An Investigation Map linking documents to findings to evidence- Ask the Folder: questions answered only from the uploaded text, with cited source passages- Live analysis progress streamed from the server while it worksSaaS foundations already built- Clerk sign-in- Stripe Checkout, the Stripe Customer Portal and Stripe webhooks- Free / Pro / Unlimited plans with monthly usage limits enforced on the server- Startup environment checks, configurable CORS, rate limiting and request input checks- A responsive dark interface with motion design and reduced-motion support- Setup, deployment, API and troubleshooting documentation, plus an environment template

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