Use case 07 · Product
Sales promises a feature that does not exist yet
Sales needs a fast answer; product needs control. Without a governed path, promises get made on incomplete information.
The work already crosses these systems:
Before and after
From scattered checks to one governed run.
Today
An account executive asks in a channel, waits, then guesses. Product finds out after the commitment is already in a proposal.
With NopsAI
A permission-bound workflow lets sales ask roadmap status through approved tools. If the feature does not exist, a pipeline drafts the epic and pauses for PM approval before anything is committed.
Fast, grounded answers for sales. Governance stays with product.
Governed run
The run, step by step.
Deterministic work first, reasoning inside a boundary, and a named human before anything high-risk executes.
Trigger
A question from the sales assistant surface, scoped to the roles that account executives hold.
Collect context
Roadmap items, delivered scope and related opportunities are read through permission-filtered tools.
Verify state
Deterministic lookups confirm whether the capability exists, is planned or has been declined before.
Reason
A product-analyst role answers from tool results only, and never claims a commitment was made.
Approve
If a new epic is proposed, the product manager approves before it is created.
Execute and record
The answer, its sources and any created record stay in the audit log.
Evidence
What the run leaves behind.
The useful part is not only the automation. It is repeatability with proof.
Trigger and subject
What started the run and which effective identity it ran as.
Authorization snapshot
Which resources were checked, and which decision each check returned.
Tool and AI activity
Every tool call, the profile that allowed it, and the model usage it consumed.
Approvals and outputs
Who approved, when, and the deliverables the run produced.
← A CI/CD pipeline suddenly starts failing
Most failures are a diagnosis problem before they are an engineering problem, and diagnosis eats the first thirty minutes.
A security vulnerability scan flags an issue →
One vulnerability can span many repos and teams. Manual discovery is slow, incomplete and easy to miss under SLA pressure.
Map this workflow against your controls.
Bring the trigger, the tools it touches, the approvers, the runtime boundary and the evidence you need to keep.