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# Cogneris, Inc Discussions

Cogneris builds document AI for high-stakes workflows in finance, legal, insurance and healthcare. Its extraction API turns PDFs, payslips, bank statements and contracts into structured, validated JSON, with a confidence score on every field, cross-document checks and an audit trail that records the model version, prompt hash and reviewer behind each result. Alongside the API, Cogneris offers a document parsing API, an OCR primitive, a customer-facing document automation portal and an MCP server that puts the whole platform inside VS Code, Cursor and Claude Code. Founded by senior engineers with backgrounds in enterprise .NET, computer vision and AI architecture, Cogneris is built on three principles: precision before scale, radical auditability and calibration on real-world documents rather than synthetic benchmarks. Developers can start with 400 free credits and no card at cogneris.ai.

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