MLO AI
Intelligence that works the way your team does.
A technology lab and product incubator. We build our own products, and we build yours.
Built at L21
We don't take briefs. We start from a question, test it in the lab, and turn what survives into products we own and run.
Models and agents taken from research to dependable products.
Owned products, designed and operated by the people who built them.
The platform every L21 product runs on, built to last.
Experiments that test ideas before they become products.
Out of the lab
Intelligence that works the way your team does.
Placeholder: real-time data pipelines without the plumbing.
Placeholder: a knowledge base that answers back.
Build with us
The team that ships L21's own products also builds for clients: same people, same standards, same lab.
Fast, considered websites and web apps, built to grow.
The same AI expertise behind MLO AI, applied to your product.
From first sketch to shipped app, designed by product builders.
The platform work that keeps products fast, secure and online.
Built with
The lab
Every product starts here. Some experiments graduate; all of them teach us something.
Running compact models directly in the browser and on-device.
3D, motion-led interfaces that stay fast and accessible.
Measuring and improving how AI agents behave over long tasks.
Infrastructure that provisions itself from the code it runs.
From the lab
Company ·
Why we set up a lab instead of an agency, and what we're building first.
Lab notes ·
Lab notes on using 3D and motion where they explain, not decorate.
AI ·
What we learned running compact models next to the user.
We’re always looking for hard problems, collaborators and people who like to build.