Product direction · Automatic event-driven replanning and fuller decision memory are roadmap capabilities. Current run history and configured review flows are described separately.
Not every blip deserves a replan.
Check every change against the bounds before touching the plan.
A change arrives
Against the bounds
The plan continues
Reopen what it touches
Policy decides who acts
Speed of response is not quality of response.
Autonomy without resilience is just faster risk.
An agent wired to a single-number plan sees every deviation as a problem and automates the expedite. The plan never had room for normal variation, so the bills arrive faster.
A plan built across the range of futures already absorbs normal variation. Autonomy then has a narrower, safer job: notice the change that matters and route it to the right owner.
Flows that run every cycle, with owners and approvals.
Today, decision flows run each cycle from a fresh snapshot of the facts. A monitor step watches results against policy, every step has an owner, and policy decides which steps need a person's approval.
When conditions change, the next run starts from the new state, carries existing commitments forward and revisits the decisions still open.