Our mission
AI work should carry forward Always.
Keep your work, memory and agents while the AI underneath changes.
Why we exist
The model changes. Your work should not start over.
Models, tools and vendors change every few weeks. The work should not start again each time.
We build AI workers that belong to your organization. They remember what you taught them, follow your standards and show you what they did.
Where we are going
A small team with AI workers beside it.
A small team, with AI workers beside it, does the work of a large one. Every result comes with a receipt a person can check.
Goals
What we are working toward.
Targets are plans, not results. We mark what is in progress and what is not yet proven.
Work that carries forward
In progressA task starts on one provider and finishes on another. A correction made once is used next time.
We measure: Qualified users who return for another accepted task.
The first paid pilots
TargetThree to five assisted pilots with studios that deliver client work with Claude Code and Codex.
We measure: Accepted work, voluntary return and a paid continuation.
One-click everything
In progressEvery connection is a click: sign-in, runner, channel, repo. Copy and paste is a gap to close.
We measure: Minutes from sign-up to a first accepted task.
Numbers in public
In progressWe publish what we measure, with sample sizes and limits, and we correct it in the open.
We measure: Studies and charts live, each with its caveats.
Less human effort
TargetLess briefing, less review, less rescue. We count the minutes and show them, founder help included.
We measure: Human minutes per accepted task, falling over time.
Help us build it.
We are early. Every person here owns a whole area and sees it run.