Most “AI transformation” bolts tools onto old workflows: people collaborate in documents while AI sits in a side window, prompted one person at a time. The pilots impress; nothing transforms.
The output is pasted back into the document, the reasoning is left in the chat, and the next colleague starts from the paste. The meeting is still the meeting; the AI is still in the side window.
Humans and agents draft, challenge and review in one flow. Work moves between colleagues the way it moves inside a real team — never out to a tool and back.
Two humans, two agents, one canvas, one history.
Comparator discontinuation clustering, with sources inline. VERIFY 4.1 before anyone reads it.
“Fact-check the discontinuation claim against this year's registry update before the gate.” — tasked like any other assignment, in the flow of the work.
“The ITC here is weaker than the prose suggests.” Dissent filed as data. The agent revises with CI ranges surfaced; re-scored VERIFY 4.4.
“Include the indirect comparison despite heterogeneity? Outside my mandate.” — escalated to @Dr.Weber. Judgment calls go up the human side.
Decision on the record. Run record and gate record emitted to your tenant — every hand the work passed through, visible.
Questions, conversation, and the referral card that names the right specialist.
Insert a block or run a page-level action — Summarize, Takeaways, Next steps, Fact check.
Select text for a supervised transform — Improve, Shorten, Translate, rewrite for an audience.
The fastest route to the Chief of Staff on the current page.
Human to human, human to machine — one document, one history. Review, dissent and sign-off happen in the flow of the work, not in an email thread about the work.
Skeptics make the best reviewers — and reviewers are who we built this for. Put the first record on your own work.