AI support with human judgement

AI can help organise information and prepare drafts, but a project still needs someone who understands the client, the context and the consequences of a decision.

Separate preparation from approval

A system can turn notes into a first draft, group similar requests or suggest a response. The reviewer still needs to decide whether the result is accurate and appropriate. Name that review step in the process rather than assuming it will happen.

Protect the important context

Do not place private client material into a tool without permission and a clear understanding of how that service handles it. Share only the information needed for the task. When a detail is missing, the system should ask or flag the gap instead of inventing an answer.

Make correction straightforward

People should be able to edit an output, reject a suggestion and return to the original information. A useful handover includes the sources or inputs a reviewer needs.

DREAM BIT focuses on practical AI assistance within websites and digital workflows. The measure of success is useful, reviewable work that supports a person’s judgement.