Operations wants the approval gone; finance says it is an audit control. Before the alignment meeting, AI helps you steel-man each position, dig out the interests underneath, and draft resolution options with honest trade-offs. The AI prepares the ground; the human mediates the room.
Workflow area: Stakeholder Communication · Tier: Foundation · Hands-on time: ~25 minutes
Requirements conflicts are the moment a business analyst earns the title. Handled badly, they become escalations where the louder stakeholder wins and the quieter one sabotages adoption later. Handled well, they surface the interests under the positions — the thing each party is actually protecting — and usually reveal options nobody had proposed because everyone was defending a corner. The preparation for that conversation is structured thinking work AI accelerates enormously: steel-manning (arguing each side better than its own advocate did), interest analysis, and option generation with trade-offs. What AI must never do is attend the meeting for you or pre-decide the outcome. Mediation is a human act; this playbook is about walking in prepared.
Assemble the conflict file. Each party's stated requirement verbatim (from pb-01 citations or the pb-11 decision log), the context of who they are and what they are measured on, and any relevant constraints (policy, regulation, system limits). Get the positions in the stakeholders' own words — paraphrases smuggle your bias in at the foundation.
Steel-man both sides and surface interests.
You are helping a business analyst prepare to mediate a
requirements conflict. Be scrupulously even-handed.
Party A: [ROLE, WHAT THEY ARE MEASURED ON]
Position A: [VERBATIM REQUIREMENT/QUOTE + CITATION]
Party B: [ROLE, WHAT THEY ARE MEASURED ON]
Position B: [VERBATIM REQUIREMENT/QUOTE + CITATION]
Constraints: [POLICY / REGULATORY / TECHNICAL FACTS]
Produce:
1. STEEL-MAN A — the strongest honest case for A's position,
argued better than A argued it. Then the same for B. Equal
length, equal effort.
2. INTERESTS — for each party: what they are actually protecting
(risk exposure, workload, accountability, past incidents).
Distinguish stated position from underlying interest. Mark
inferred interests (INFERRED) — I will verify them.
3. COMMON GROUND — what both parties already agree on, stated
explicitly.
4. THE REAL DISAGREEMENT — the narrowest possible statement of
what is genuinely in tension once interests are separated
from positions.
Rules: no verdicts. Do not rank the parties' cases. If the
conflict dissolves once interests are separated, say so.
Generate resolution options with honest trade-offs.
Using the analysis above, draft 3-5 resolution options. For each:
- THE OPTION — one sentence, concrete.
- WHAT A GETS / GIVES UP — specific, not diplomatic.
- WHAT B GETS / GIVES UP — same.
- RESIDUAL RISK — what could still go wrong, and who carries it.
- TEST — a cheap way to trial or validate the option before
committing (pilot, time-box, data check).
Include at least one option that reframes the problem (different
process design, different control point) rather than splitting
the difference. Do not include a recommended option — ordering
is the mediator's call.
Read a sample of good output.
THE REAL DISAGREEMENT: not whether a control exists, but whether
it must be a pre-approval (blocking, 4.2-day median delay) or can
be a post-transaction audit (non-blocking, catches errors after
the fact). A needs cycle time; B needs demonstrable control for
the auditors.
OPTION 3 (reframe): risk-tiered approval — vendors under $25k
with clean data auto-approve and enter a 100% post-audit sample;
above threshold keeps pre-approval. A gets: ~70% of volume
unblocked. B gets: audit trail arguably stronger than today.
Residual risk: threshold gaming (split purchases) — carried by B.
TEST: run last quarter's data through the tiers; count what
would have auto-approved and what the post-audit would have caught.
Verify the inferred interests before the meeting. Every (INFERRED) interest gets checked in a short one-on-one with each party — "it sounds like the audit finding from 2023 is what this protects; is that right?" Two things happen: your analysis gets corrected by reality, and each party arrives at the meeting already feeling heard, which is half of mediation.
Run the meeting as the human you are. Open with common ground, present both steel-mans (watch each party relax when their case is stated well), name the real disagreement narrowly, then put options on the table — including the invitation to improve or combine them. You facilitate; the parties choose; the sponsor breaks genuine ties. Log the outcome with its rationale in the pb-11 decision log, including the options considered and set aside.
Conflict-prep documents contain frank readings of named individuals' motivations and pressures — draft them in your organization's approved AI workspace, prefer roles to names in prompts, and treat the interests analysis as your private working paper, never a circulated artifact.
AI can steel-man positions, surface interests, and draft options with trade-offs — but the meeting is won in the one-on-ones where you verify what each party is protecting, and the choice must belong, visibly, to the humans in the room.