We help teams stand behind
the work their AI agents deliver.
OrgX learns what your team accepts, so your agents hit your bar and you check less. It works inside ChatGPT, Claude, Codex and Cursor, checks every result against your rules before you see it, and keeps the proof for every result someone accepts.
Agents made the work cheap. Checking it didn't get cheaper.
A team running agents in five tools makes the same correction in five places. The correction stays in the chat where it was made. The next agent starts from zero, and someone reads everything by hand again.
We built OrgX so a correction made once is checked for every time after, and so the person who signs off can see exactly what they're signing.
What we believe
Each belief is a decision in the product, not a slogan.
Finished isn't accepted.
An agent saying done is a claim. Passing checks is evidence. A person signing off is acceptance. We keep the three apart.
A check that didn't run is not a pass.
If we can't check something, we say so on the receipt.
Agents propose. People decide.
OrgX drafts rules from your corrections; nothing binds your team until a person confirms it. No agent approves its own work.
Keep your tools.
Nobody should switch AI tools to use OrgX. You connect the ones your team already uses.
Who's building it
Hope Atina is building OrgX from the problem it solves. He trained in bioengineering, where systems survive on feedback loops and hard limits, and his ML thesis was on directed networks, the same shape OrgX uses to connect goals, people, decisions and work.
Start free on one real project.
Connect the AI tools you already use. Free for one project, no card.