Elicitation reviews check what stakeholders said; almost nobody checks what was never asked. This playbook turns AI into an adversarial reviewer that hunts your notes and drafts for unrepresented stakeholder groups, missing exception paths, untouched NFR classes and forgotten lifecycle states — and turns the hits into your next elicitation plan.
Workflow area: Elicitation & Discovery · Tier: Core · Hands-on time: ~30 minutes
The requirements that sink projects are rarely the ones written badly; they are the ones never written at all. Coverage gaps are invisible from inside the material because your notes only contain the questions you thought to ask. This is one of the few analysis tasks where a model's tendency to generate exhaustively is an asset rather than a risk: armed with a checklist frame like BABOK's elicitation guidance or the Volere NFR taxonomy, it will cheerfully enumerate everything a process like yours usually needs — and the delta between that enumeration and your notes is a list of questions, not answers. The output is never "missing requirements" to paste into the pack; it is an elicitation plan for the sessions you have not run yet.
Assemble what you have. Gather the elicitation notes, synthesis findings, draft requirements, and the stakeholder list with roles. Add your scope statement — the pass needs to know the boundary, or it will report the whole world as a gap.
Run the adversarial review. Paste the corpus into Claude or ChatGPT with this prompt:
You are an adversarial requirements reviewer. Your job is to find
what was NOT asked, not to critique what was.
Project scope: [2-3 LINES]
Stakeholders consulted so far: [LIST WITH ROLES]
Review the elicitation material below against these lenses:
1. STAKEHOLDER COVERAGE — which affected groups (users, approvers,
auditors, support, downstream systems' owners, regulators) never
appear in the notes?
2. EXCEPTION PATHS — for each happy-path process described, which
failure/exception/reversal cases were never discussed?
3. NFR CLASSES — performance, security, audit, accessibility,
retention, availability, usability, compliance: which have zero
coverage in the material?
4. LIFECYCLE STATES — create/read/update/delete/archive/purge for
each major entity: which states are undiscussed?
5. VOLUME & TIMING — peaks, seasonality, cutoffs, migrations
never quantified.
For each gap: name it, cite the closest thing the material DOES
say (or state "no mention anywhere"), rate likely impact
HIGH/MED/LOW for this scope, and write the specific question to
ask and WHO to ask it to.
Rules: do not invent answers to the gaps. Do not report gaps
outside the stated scope. Output is questions, not requirements.
Material:
[PASTE NOTES / FINDINGS / DRAFTS]
Triage the hits like a skeptic. Good output looks like this:
EXCEPTION PATHS — HIGH
Gap: vendor onboarding rejection/rework path never discussed.
Closest mention: S2 finance workshop describes approval steps
only ("then it goes to the second approver", 22:04).
Question: "What happens when the second approver rejects — who
is notified, can the vendor resubmit, is prior data retained?"
Ask: finance manager + ops lead together (they may disagree).
STAKEHOLDER COVERAGE — MED
Gap: internal audit never consulted; notes mention "audit
finding" (S2, 08:17) but no auditor was in any session.
Kill the false positives: gaps that are genuinely out of scope, things covered in documents the model did not see, and generic checklist echoes with no specific hook into your material. Expect to keep half — that half is gold.
Convert survivors into an elicitation plan. Group the surviving questions by the person who can answer them, order by impact rating, and book the follow-ups — a 30-minute call per stakeholder group usually clears a dozen gaps. The gap list itself goes into the project log as evidence of coverage diligence.
Re-run after the follow-ups. Feed the new session notes back through the same pass. When a run produces only LOW-impact or out-of-scope hits, you have a defensible claim that elicitation is complete — which is a sentence worth being able to say in a sign-off review.
The elicitation corpus you feed this pass contains stakeholder names, org friction and unreleased plans — run it only in your organization's approved AI workspace, and strip individual names where roles suffice.
Run the pass the day BEFORE your last scheduled elicitation round, not after — the surviving questions slot straight into an agenda that already exists, and "one more workshop" never needs to be argued for.