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WordWeaver
$8K investment → 97% citation accuracy → 3 enterprise clients in month one → $280K ARR in 6 months → 12 employeesClient project

WordWeaver

Role: Fractional CTO & AI Architect

AI-powered long-form content platform for enterprises. Founder (ex-journalist) had a prototype from AI researchers that was unusable — 40% hallucination rate, no citations, couldn't handle branded content guidelines. I designed a RAG pipeline with citation verification, built a custom MCP server for brand guidelines, implemented human-in-the-loop review workflow, and deployed on self-hosted infrastructure with GPU acceleration.

Built for WordWeaver

Technologies Used

DenoRAGLLMMCPDockerPythonSelf-hostedGPU