Atlas AI

A multi-agent operating system for a research lab — built for long, focused sessions where calm UI and transparent agent state matter most.

AI AgentsProduct DesignWeb DevelopmentUX

3×

Researcher throughput

01

−50%

Context switching

02

6h+

Median session

03

100%

Agent traceability

04

01The challenge

Researchers were orchestrating agents across notebooks and terminals with no shared state and lots of cognitive overhead.

02Our approach

We designed a calm, information-dense interface where agent runs, tools, and context are first-class — tuned for hours-long sessions and built to make agent behavior legible.

“

It is the first agent tool our researchers actually want to live in all day.

— Head of Research, Atlas Labs

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