API PersonPavel Didenko
Recognise the situationChoose a first stepDiscuss the work

A fast draft can create a slow review.

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.

General approach

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.

Who needs to be involved

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.

This is a starting point for a conversation. We would check the approach against your task.

Prepare an enquiry

This is an editable starting outline, not a submitted enquiry. Add your own circumstances.