Apply Claude to analyze requirements and use cases
Use Claude to draft, critique and stress-test requirements and use cases from real inputs, keeping every requirement traceable to a source and every decision with the stakeholders.
Key points
- 1
Claude adds most value as a critical reader of requirements: ask it to find gaps, ambiguous terms, missing edge cases, conflicting statements and unmeasurable criteria, and to propose testable acceptance criteria.
- 2
Give Claude the real inputs (workshop notes, transcripts, the actual process with steps, owners, volumes and pain points). A generic question such as "what should we automate?" gets a generic list.
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Ask Claude to separate what stakeholders explicitly said from what it inferred, and to list open questions for the next meeting. Inferred requirements are hypotheses to confirm, not findings.
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Insist on traceability: every requirement should cite the input it came from (a survey question, a transcript, a policy). Anything without a source is labelled an assumption that needs an owner, not silently kept.
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Vague acceptance criteria ("fast", "promptly", "user-friendly") are a red flag. Supply real targets and ask Claude to rewrite them as measurable statements with thresholds and conditions.
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Claude will fill gaps with plausible content: a requirements document may contain features nobody asked for (the invented "SSO section"). Regenerating with a bigger model does not fix this; traceability checks do.
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Do not ask Claude to approve requirements as "complete" or "ready", to sign off on the client's behalf, or to estimate the team's story points; those depend on knowledge and accountability Claude does not have.
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Use-case analysis works best with explicit criteria: frequency, how rule-based the task is, drafting or summarising load, risk of error, and what data it would need. Ask Claude to score each candidate step against them.
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Data policies apply to requirements work too: use anonymised summaries or respondent groups for traceability rather than uploading names, and never fabricate personas as stand-in stakeholders.
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Requirements are decisions the organisation owns. Claude drafts and challenges; stakeholders confirm, prioritise and sign off.
Test yourself on Apply Claude to analyze requirements and use cases
Ten questions, with the answer and explanation after each one.