AI Playbook
for Professional Services

I need to structure a discovery meeting for a [PASTE: client industry] client facing [PASTE: specific business challenge]. Create a comprehensive situation analysis framework that helps my team understand the client's world quickly and build credibility.

Include detailed guidance on: (1) Pre-meeting preparation – what critical data and stakeholder briefing should we complete before Day 1? (2) Discovery structure – organize 4-5 key question areas by topic to uncover root causes, business impact, and decision constraints. (3) Stakeholder interview approach – who must we talk to (functional leaders, operations, finance)? What's the best engagement approach for each audience to surface honest feedback? (4) Quick-win identification – how do we spot 2-3 early value opportunities within the first week? What defines a true quick win that builds trust? (5) Output format – create a one-page situation summary template we can present to the client by day 5. What sections are essential? (6) Decision framing – focus the analysis on decisions the client needs to make in the next 90 days. What trade-offs should we highlight?

Provide specific discovery questions, interview guides, sample agenda, and situation summary examples. Make it practical for frontline consultants.

We're kicking off a [PASTE: engagement type] engagement with [PASTE: client name] and the scope keeps shifting. I need a comprehensive scope definition checklist and document that prevents ambiguity and scope creep from the start.

Create a checklist that ensures: (1) Clear boundaries – use a two-column format explicitly stating what IS and what's NOT in scope. Be specific about systems, geographies, or functions. (2) Success criteria – define 3-5 measurable outcomes the client will see by project end. How do we know we've succeeded? (3) Team & timeline – specify our team size, client time commitment required, key milestones, and go/no-go decision gates. (4) Assumptions & dependencies – what must be true for us to succeed? What could derail us? What client resources are critical? (5) Governance structure – weekly sync cadence, steering committee composition, decision authority, and escalation protocols. (6) Change management – how do we handle scope requests that come up during delivery?

Format as an interactive checklist that I can review with my delivery lead and present to the client at kick-off. Include a sample filled-in version for reference. Make it rigorous but not bureaucratic.

Our [PASTE: client name] engagement has identified 8 potential improvement areas, but we can only tackle 4-5 in 12 weeks and the client is torn about which to prioritize. Create a workstream prioritization framework that gives us and the client a rigorous, defensible way to sequence work.

Include: (1) Scoring criteria – develop 4-5 evaluation dimensions (impact, implementation effort, risk, technical dependencies, strategic alignment) with clear 1-5 scale definitions so anyone can apply them consistently. (2) Prioritization matrix – a visual 2x2 or risk-impact tool we can fill in collaboratively with the client to show high-impact/low-effort quick wins vs. strategic initiatives. (3) Sequencing logic – explain why certain workstreams must come before others. What's the critical path? Where are dependencies? (4) Resource allocation – a simple table showing FTE allocation by workstream and project week so we show realistic resourcing. (5) Flexibility plan – if priorities shift mid-project, how do we adjust? What's our decision process?

Include a sample filled-in version for a [PASTE: industry] company showing realistic prioritization. Make the framework transparent so clients understand the trade-offs.

We're recommending significant operational changes at [PASTE: client name] and need executive buy-in from [PASTE: stakeholder groups]. The client is nervous about adoption. Build a change management roadmap that secures commitment and ensures sustained adoption.

Cover: (1) Stakeholder mapping – identify groups by influence level and change readiness. What's each group's core concern? Who are natural champions we can mobilize? (2) Communication cadence – what messages does each stakeholder group need to hear and when? (kick-off, progress updates, early results, resistance response) (3) Resistance mitigation – for the top 3 concerns (cost, effort, disruption), what's our proactive response strategy? How do we address objections? (4) Quick wins timeline – when will people see tangible evidence of success? What early results can we showcase? (5) Sustained adoption – how do we embed the change beyond our engagement end date? What systems, incentives, or policies need to shift? (6) Governance – who owns change execution day-to-day? How do we track adoption metrics?

Format as a 90-day roadmap with specific communication milestones, responsible parties, and success metrics. Include sample communications for each audience.

Before we present our final recommendations to the [PASTE: client]] executive team, I want to stress-test them thoroughly. Create a recommendation validation checklist that ensures our advice is sound, defensible, and addresses the client's real concerns.

Include: (1) Financial soundness – have we quantified cost, savings, payback period? Sensitivity analysis for key assumptions? What breaks if volume is 20% lower? (2) Operational feasibility – is this realistic with their current capabilities and budget? Do they have the skill or discipline to execute? (3) Risk acknowledgment – what could go wrong? How severe? What's our mitigation or containment plan? (4) Competitive alignment – does this match or exceed what competitors are doing? Are we positioning them for advantage? (5) Executive alignment – have we tested this with the sponsor and key stakeholders? Are there hidden objections we're unaware of? (6) Implementation readiness – do they have the budget, people, and governance structure in place? What's missing?

Provide a sample filled-in checklist and talking points for discussing gaps with the client before the presentation. Make it a forcing function to catch problems early.

Our engagement with [PASTE: client name]] is wrapping up in 4 weeks and we need to ensure they can sustain improvements without us. Design a comprehensive knowledge transfer plan that sets the client up for long-term success.

Cover: (1) Core team training – what specific skills or knowledge must the client team master? How will we teach it? Classroom, on-the-job, documentation? (2) Documentation package – what playbooks, checklists, how-to guides do they really need to sustain the work? What format works best for their culture? (3) Ongoing support structure – should we recommend an internal champion to own process improvement? External advisory retainer? (4) Sustainability checklist – what's most likely to cause backsliding? What are early warning signals we should monitor? How do they escalate if problems arise? (5) Optional follow-up – if they want advisory support in 6 months or 12 months, what would that look like? (6) Measurement framework – how will they track that improvements are sticking and creating value?

Include a sample training curriculum, knowledge asset inventory checklist, and knowledge transfer communication to all impacted teams. Make transition smooth.

We need to present our analysis and recommendations to [PASTE: client]] C-suite in 90 minutes and they're impatient. Build an executive briefing agenda that respects their time and drives a decision.

Include: (1) Opening context – 5-minute framing of why this matters to their business today. What's the urgency? What could go wrong if we don't act? (2) Key findings – top 3-4 insights that surprise or reframe their thinking. Lead with what they don't already know. (3) Recommendations – 3-5 prioritized actions with expected outcomes. Be clear on what we're asking them to do. (4) The ask – what decision or approval do we need from them? Budget? Timeline to start? (5) Objection handling – anticipate the top 3 concerns and prepare slide or talking points to address each one. (6) Next steps – if they say yes, what happens next? Timeline? Who does what?

Include slide flow, suggested timing per section (don't exceed 15 min per section), and specific language for explaining trade-offs. Recommend 1-2 dry runs beforehand.

Our [PASTE: client name]] team wants to understand how their [PASTE: business function]] performance stacks up against peers and competitors. Create a competitor comparison briefing that gives them confidence in their position and clarity on next steps.

Include: (1) Peer selection – how do we define the right set of comparables? What criteria matter? Size? Geography? Market position? (2) Metrics to track – identify 5-7 key performance indicators across cost, quality, speed, customer satisfaction, and innovation. What's most important for their strategy? (3) Data gathering – where do we source this data? Public filings, industry reports, analyst research, interviews? What's realistic to obtain? (4) Visualization – create sample comparison charts showing where our client ranks vs. peers. Percentile rankings are powerful. (5) Interpretation framework – explain what "better" really means in their context. Is lower cost always better or are there trade-offs? (6) Roadmap implications – what should they fix first based on competitive position? Where's the biggest gap?

Include a peer selection worksheet, sample benchmarking charts, and competitive positioning summary. Make it actionable.

We're running weekly client touchbases but our [PASTE: client name]] steering committee needs a monthly rhythm for governance, decision-making, and escalation. Create a comprehensive monthly meeting guide that keeps projects aligned.

Include: (1) Standing agenda – what should happen at every monthly meeting? Status updates, key decisions needed, risk/issue escalation, forecast revisions, resource adjustments. (2) Attendee roles – who owns what? Client sponsor, delivery lead, our partner lead, finance, operations? (3) Pre-meeting prep – what materials should we send 48 hours before? Status dashboard, pending decisions, open issues log, risks. (4) Decision documentation – how do we capture and communicate decisions back out to impacted teams? Written summary? (5) Escalation protocol – when does something go to steering vs. resolved in ops meetings? What's the threshold? (6) Follow-up – action items with owners and due dates?

Provide a sample meeting agenda template, decision tracker, and status dashboard format. Keep it lean – 60 minutes max.

With 8 weeks left on our [PASTE: client type]] engagement, I want to ensure we're tracking toward our profit target and can course-correct if needed. Create an engagement profitability review checklist that gives me early warning of problems.

Include: (1) Budget vs. actual – track spend by workstream, team level, and activity type. Where are we over? Under? (2) Scope change log – document all out-of-scope requests and our response (approved and funded, deferred, rejected). What's the revenue impact? (3) Productivity metrics – are we hitting our planned hours/deliverable targets or slipping? Where are the overruns? (4) Revenue at risk – any contracted work we're unlikely to complete? Potential credit notes or disputes? (5) Efficiency gaps – where are we burning hours that could be improved? Rework? Excess meetings? (6) Client satisfaction – any early warning signs of dissatisfaction that could impact final payment or future work?

Provide a sample review dashboard and talking points for discussing results with your delivery team. Suggest weekly tracking early and monthly in-depth reviews.