Approvals & feedback
AI that prepares the work, while humans keep the final say.
HAL is designed for approval-gated operation. Teams can accept, edit, dismiss, snooze, and complete recommendations while creating a feedback trail that improves the next cycle.
Approve
Turn a recommendation into a real work item, initiative update, or draft without redoing the thinking.
Edit before approval
Refine the title, framing, or payload before HAL treats it as the chosen move.
Dismiss or snooze
Tell HAL when the timing is wrong or the recommendation is off-base, instead of letting noise pile up.
Learning loop
Feedback is not cosmetic. HAL uses it to adjust workstream bias, tolerated effort, and sensitivity to signal changes over time.
Control by design
HAL does not claim autonomous external execution. The point is to reduce time-to-action while keeping state-changing decisions explicit.