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How much background should you give AI?

Provide background that changes the decision: who uses the result, the current process, the blockage and the desired outcome.

The short answer

For long material, start with a map and relevant excerpts. Separate facts from assumptions.

Try it in three steps

  • Describe the current process in four lines instead of a company history.
  • State constraints such as read-only or do not send.
  • Ask which missing facts materially affect the next step.

A practice prompt

Before you start

Use four lines of context and check for scope expansion.

Practice material (fictional)

Work: reconcile receipt sheets. Current state: many item aliases. Problem: unmatched names. Goal: propose matches only, no stock changes.

Replace placeholders in the prompt with this material, or append the material if there are no placeholders. Reading time excludes doing the exercise.

Two people reconcile receipt sheets manually. Names vary. The goal is to list exceptions without changing stock. Propose checking steps.

What to look for (not a recorded test result)

Ask for IDs or specification mappings rather than assuming names identify products or designing an entire ERP.

If it goes wrong

If it designs an entire ERP (software for orders, stock and related operations), narrow the scope back to matching names.

Check your result

The answer addresses the actual blockage without expanding into an unrequested system.

References and scope

The links below support the concepts or product navigation. The steps and exercises are our teaching suggestions, not official certification or measured customer outcomes. Product interfaces and availability may change. References checked on 2026-10-17.

Start with one task

Describe the current process and its slowest step. The initial conversation is free.

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