Question 1

Is this corporate AI training?

Accepted Answer

No. Training is attached to one real workflow your team helps build. The goal is operational capability and a measured decision—not course completion.

Question 2

Do we need to standardize on one model or vendor?

Accepted Answer

No. Model and tool choices are made against the workflow, security boundary, quality threshold, and cost.

Question 3

Will this replace engineers?

Accepted Answer

That is not the offer. The sprint increases the capability of the existing team and keeps accountable humans at the decision points.

Question 4

Can you guarantee a productivity or cost reduction?

Accepted Answer

No. The baseline and success criteria are defined first, then the sprint reports what changed—including where AI did not help.

Question 5

What happens after four weeks?

Accepted Answer

The client keeps the pilot, documentation, measurement approach, and runbook, then decides whether to scale, extend, change direction, or stop.