Every ATTUNE AI workflow runs through the same four movements: Capture → Prepare → Draft → Approve. The first three can be automated. The fourth cannot — and that's not a temporary limitation. It's the design.
The four movements, briefly
- Capture — an inbound item arrives: an email, a LinkedIn message, a form submission.
- Prepare — AI adds context: who this is, what company they're from, what's happened in the relationship so far.
- Draft — AI writes a proposed reply, follow-up, or agenda based on that context.
- Approve — a person reads the draft, edits it if needed, and decides whether it goes out at all.
That fourth step is what we call the Human Approval Gate. Nothing is sent, scheduled, or committed on ATTUNE's behalf — or a client's — without a person actively approving it first.
Where AI stops
AI does not send messages, schedule meetings, sign anything, or take irreversible action on its own. It prepares options. A person chooses. If a step can't be reversed — sending an email, committing to a date, submitting a form on someone else's behalf — a human has to be the one who presses "go."
What this looks like day to day
In practice, the gate is usually a short review screen: here's the inbound message, here's the context AI gathered, here's the drafted response — approve, edit, or discard. It's designed to take seconds for a straightforward case and longer when judgment is genuinely needed.
Why we build it this way
ATTUNE AI is still in active development and validation — it's being built and tested with early collaborators, not offered as a mature, general-availability platform. A human approval boundary isn't a feature we plan to remove as the product matures; it's the organizing principle the whole system is built around. AI's job is to make preparation faster. A person's job is to decide what actually happens.