Knowlton Industries
Five systems, one job: make it work for you.
General AI reasons from the world's information. These are the systems that make it reason from yours — your evidence, your history, your processes, your way of working.
The map
Pick a system
Evidence & engineering intelligence
Atlas — Understand what matters.
Turns evidence and system history into measurable understanding — and declines to answer when the evidence will not carry it.
DEMONSTRATED
Explore Atlas →
Embodied intelligence · robotics
Kilo — Put intelligence in motion.
An embodied agent built to see, move, communicate and remember, under a safety-first motion authority every command must pass. Its head is an Android app, available for testing.
ACTIVE DEVELOPMENT AVAILABLE FOR TESTING
Explore Kilo →Agent · orchestration · interface
GAIL — Put intelligence to work.
The general-purpose agent and system interface — front desk, support agent, research assistant, operator, and the way a person talks to Atlas and Kilo.
ACTIVE DEVELOPMENT
Explore GAIL →
Knowledge · documentation · publishing
Garage Library — Keep what you learned.
Accumulated knowledge turned into professional documentation and finished, purchasable products.
DEMONSTRATED
Explore the Library →Engineering governance · method
AES — Make the work accountable.
The method that keeps agent-assisted development disciplined, evidence-based, reviewable and honest — and the reusable layer that carries it into a session.
DEMONSTRATED
Explore Engineering Lab →How they relate
The connections that are real
Five systems, not one runtime. What they share is a method, a builder and a purpose — and two of them talk to each other in production code.
| Relationship | Kind | What it means |
|---|---|---|
| GAIL → Atlas | Direct integration | GAIL can read Atlas's current engineering state and answer questions about it in conversation. |
| GAIL → Kilo | Direct integration | GAIL can ask the robot why it stopped and relay its own answer. Writes are token-gated. |
| Atlas → Kilo | Shared history | Atlas has analyzed Kilo's source history — the largest single analysis run on record. A workload, not a wire. |
| All five | Shared governance | Built to the same engineering standard, visible in the commit record. Deepest in Atlas and Kilo. |
| Garage Library | Commercial | Shares the method and the purpose, not the technology. The only work with a price on it today. |
| Everything else | Future integration | Named as intent on the pages that own it, and not drawn here. |
Why together
Different questions, one discipline
Atlas understands what matters. GAIL puts intelligence to work. Kilo puts it in motion. The Garage Library keeps what was learned. AES makes all of it accountable.
What they share is not a runtime. It is a refusal to reason from the world's average when your own record is sitting right there.
The commercial thread runs underneath all of it: Knowlton Industries develops commercial technology and products intended to create sustainable economic support for Guys in the Garage and its mission.