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YES

As of 13 August 2026, AI can extract requirements from a client brief.

This still needs a person who signs their name to it.

Can you do it?

5 minutesto a draft.

30 minutesto something you’d act on.

Cost, all in£0

Skill needednone

Who has to check ityou

What the alternative costsNo alternative price is provided in the supplied tool data.

If this goes wrong: you quote against an incomplete or misunderstood requirement and discover the gap after the client expects you to deliver it.

What to actually do

  1. Hand it to a person

    The route this page recommends

    A person who owns the outcome does this end to end, worth it when the failure is dear.

  2. Use a tool built for this

    Second choice

  3. Do it yourself

    The distant third

    A chat interface, no skill needed, and roughly 30 minutes until you can act on the result.

    How to actually do it

    1. Open the original client brief and copy the complete text, including tables, attachments converted to text, deadlines and stated budget information.
    2. Gather your current service description, delivery limits, exclusions, pricing rules and any commitments already made to the client.
    3. Paste the prompt into a chatbot, replace each bracketed slot with your business context and brief, and request the structured extraction.
    4. Compare every item under explicit requirements and traceability with the original brief, deleting anything that is not supported by it.
    5. Ask the chatbot to turn the confirmed open questions and assumptions into a short list for the client, without adding answers or commitments.
    6. Have the salesperson or delivery lead check the final requirements, constraints and acceptance criteria against the services you can actually provide before using them in a proposal or quote.

    Prompt

    Extract the requirements from the client brief below for use in a UK sales proposal.

Return the result under these headings:
1. Explicit requirements: requests stated directly by the client.
2. Implied requirements: reasonable consequences of what the client has asked for, clearly marked as interpretations.
3. Deliverables: the outputs we would need to provide.
4. Constraints: budget, timescale, location, technology, compliance, dependencies and exclusions.
5. Acceptance criteria: how the client may judge whether the work is complete.
6. Open questions: specific questions whose answers could change the scope, price or delivery plan.
7. Assumptions: assumptions that must be confirmed before quoting.
8. Traceability: quote the brief briefly or identify the section supporting each important item.

Do not invent facts, requirements, deadlines, prices or acceptance criteria. Separate what the client said from your interpretation. Flag contradictions and vague wording instead of resolving them silently. Do not recommend a solution or write proposal copy yet.

Our business context:
- Services: [PASTE YOUR SERVICES]
- Delivery limits: [PASTE YOUR CAPACITY, LOCATIONS OR EXCLUSIONS]
- Commercial rules: [PASTE YOUR PRICING, MINIMUMS OR CONTRACT RULES]

Client brief:
[PASTE THE COMPLETE BRIEF]

    Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

What it gets wrong

  • AI cannot know which vague client phrase hides a material commercial risk unless you provide the relevant business context.
  • AI cannot decide whether an implied requirement is genuinely expected or merely a possible interpretation.
  • AI cannot validate that a proposed requirement fits your current delivery capacity, pricing rules or contractual position.
  • AI can present an omission in a tidy table, so formatting does not prove that the extraction is complete.

Even on a YES, the friction has a name: judgement under ambiguity, context depth and verification cost.

How we scored this

Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.

AxisScore (0–2)
Output2
Inputs2
Verification1
Liability1
Effort delta2
Total8 / 10

The methodology and its thresholds are published in full.

FAQ

Can ChatGPT extract requirements from a client brief?
Yes. It can separate stated requirements, deliverables, constraints, assumptions and open questions when you provide the complete brief. Check the result against the source before using it to price or promise work.
Can AI find hidden requirements in a brief?
It can suggest implications and flag vague wording, but it cannot know which interpretation the client intends. Treat hidden requirements as questions or assumptions until the client or a knowledgeable colleague confirms them.
How do I use AI to analyse a client brief?
Give it the full brief together with your services, exclusions, delivery limits and commercial rules. Ask it to distinguish direct statements from interpretations, identify contradictions and produce traceable open questions.
Should I trust AI to extract requirements for a quote?
Use it for the first pass, not as the final authority. You must compare its output with the brief and confirm that the scope, constraints and acceptance criteria are deliverable before sending a quote.

Nearby answers

All Proposals & quotes rulings

Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.

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