Investors
Verifiable AI for high-stakes work
Regulated industries want AI they can audit. Every fact has an address you can check. The tesseract is how we picture an address for every fact.
A still shadow of the tesseract. The moving version is on Technology.
Mission
ai021 builds AI you can verify. Our small models answer from organized, source-linked knowledge, so every answer can be traced back and checked.
Vision
A world where trusting AI means checking it, because every fact it uses has an address you can look up.
The idea in one minute
Every fact has an address you can check.
Every fact has an address you can check. The tesseract is how we picture an address for every fact.
Why now
- Small open models became capable. See the SmolLM3 model card (external).
- Tooling for running models on machines you control is published and documented, for example Ollama (external) and vLLM (external).
Approach and roadmap
Our approach and roadmap are shared with qualified investors under NDA.
Dr. Zafrullah Khan, Founder & CEO, ai021
Author of Train Your Own LLM
“I teach how today's LLMs work. NanoSI is what I'm building next.”
Team
Only the founder is shown. There is no anonymous team.
Thought leadership
Train Your Own LLM is available: 20 chapters in five parts, 636 pages, tested code. Train Your Own LLM companion page