THE USEFUL TAKEAWAY

You need a clear problem and usable information more than you need a long feature list.

Identify a person and a recurring problem

Choose who the tool is for and what is difficult about their current work. Bring an example of the task, the information available, and what a useful result would look like. A specific problem gives discovery something concrete to evaluate.

Check the information available

An assistant cannot reliably answer from documents that are inaccessible, outdated, or contradictory. Identify the approved information, who maintains it, and what users are allowed to access. A document cleanup or ownership decision may be the most useful first step.

Define the review point

Decide how a user can check the output and what happens when the tool is uncertain. Drafting, summarizing, and retrieving information have different review needs from taking an external action. Make those differences visible in the proposed workflow.

Choose a first version you can evaluate

Limit the initial scope to a defined task or collection of information. Agree on examples that a useful system should handle and examples it should pass to a person. A smaller first version makes it easier to tell whether the approach is helping.

Plan for ownership after launch

Decide who updates the information, reviews problems, and approves changes. Include handoff and ongoing support in the planning discussion. Dream Protocol’s custom projects begin with discovery and feasibility, followed by proposal-based milestones and deliverables.

Your next-step checklist

  • A named user and recurring task
  • Approved information with an owner
  • A way to check the result
  • A focused first version
  • A maintenance and handoff plan

About this guide: prepared for Dream Protocol’s resource library with AI assistance. It provides general planning guidance and uses Dream Protocol’s published service scope where pricing is discussed. It is not a client case study.

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