# A fast draft can create a slow review.

All stories are fictional. They do not describe specific people, companies or projects. Any resemblance is coincidental.

AI shortens preparation time, but employees spend longer correcting its output. Some check every sentence; others accept it without scrutiny. The next department returns documents with comments. The first version is faster, but improvement across the whole process remains uncertain.

## Where we could start

Trace the material from preparation to use. Identify repeated errors and unnecessary handovers. Agree input requirements, the review needed and the conditions under which the work should be prepared through a different method.

## What you would have

A preparation and review process based on the whole workload, not just the first draft’s speed.

## Participants

The requester, responsible participants and the specialists the task requires.

## Roles and decisions

Scope and authority are agreed for the task. Relevant specialists provide technical and professional assessments.

## Factual experience, separate from the fictional story

MVP Lab / Pivot: Client requirements, approvals, demonstrations and release review.
https://apiperson.com/experience/#work-pivot



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