We build AI that ships.

Non-Convex Labs designs and deploys agentic systems, trains your team to use them well, and fixes the engineering problems that get in the way.

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What we do

Agentic Workflows

We design and build AI agent pipelines that handle real work. Not demos. Production systems that run without you babysitting them.

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AI/LLM Training

Hands-on training for teams adopting AI tools and agentic workflows. We skip the hype and focus on what actually works in practice.

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Engineering Solutions

Got a system that's broken, slow, or held together with duct tape? We find the problem and fix it — or build what you need from scratch.

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From the lab

Can You Quantify a Writing Voice?

I fed nine years of my writing into a 25-dimension analysis pipeline. It handed back a spec sheet for my voice. With tolerances.

  • AI
  • Agentic
  • Open Source

Building a Knowledge Base That Speaks to Both Humans and AI

Most knowledge bases serve one audience. Ours serves two through the same data: a web UI for humans and an MCP server for Claude Code. Same wikilinks, same search, same schema. Two interfaces, one system.

  • AI
  • Agentic
  • Engineering
  • MCP

Redesigning an AI Document Pipeline: GPT-4o Vision to Gemini

A working AI pipeline was silently failing on 16% of documents, fabricating identifiers for 13% of records, and spending full extraction costs every run even when nothing had changed. Here's what the redesign looked like.

  • AI
  • Agentic
  • Engineering
  • LLM
  • Open Source
  • GCP
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If you know what you need, let's get into it — and if you don't, we can help figure that out too.

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