Question 1

Is AI strategy work really useful or just dressed-up pattern matching?

Accepted Answer

Honest answer: both, in different parts of the cycle. The pattern-matching parts (market scan synthesis, competitor profiling, SWOT clustering, retro pattern recognition, OKR drafting) is exactly where Claude is genuinely useful. The judgement parts (which trade-offs the company will make, which bets the CEO recommends, which objectives are worth committing to) are leadership work and should stay leadership work. The leadership teams who get the most value treat Claude as the strongest analyst they have ever worked with: tireless, consistent, well-read, and unable to make the actual decision. That is exactly the right framing.

Question 2

Can Claude run our off-site for us?

Accepted Answer

No, and you would not want it to. The value of an off-site is the leadership team in a room making genuine commitments to each other. Claude prepares the inputs (market scan, candidate objectives, stress-tested KRs, anticipated tensions) and drafts the outputs (strategy memo, OKR draft, rollout pack). The conversation in the room stays human. Many of our clients use a human external facilitator (often the chair or an experienced consultant) for the actual off-site, with Claude having prepared the facilitator's brief.

Question 3

How does this work with EOS, V2MOM, Hoshin, OGSM, or other planning frameworks?

Accepted Answer

All of them. Claude is well-trained on the major strategic-planning frameworks (OKRs, EOS Traction, V2MOM, Hoshin Kanri, OGSM, balanced scorecard, North Star metric, Wildly Important Goals). Once your specific framework templates are loaded into the Project, Claude works in your framework, not generic strategy theory. Yes AI helps set this up for businesses on each of these frameworks. The framework choice is yours; we tune the prompt library to match.

Question 4

What about the consultants we already use (BCG, Accenture, McKinsey, regional firms)?

Accepted Answer

Two patterns work. (1) Replace some of the consultant-billable hours that go into market scans, competitor profiles, and synthesis decks. The strategic judgement work (which is what the consultants are actually being paid for) stays with the consultants. Net result: you get more output for the same consulting fee, or the same output for less. (2) Use Claude in-house for the cycles where you do not engage external consultants (mid-year refresh, quarterly retros, monthly leadership-team prep). The leadership team gets analytical leverage without a consulting engagement for every cycle.

Question 5

Will the leadership team actually use the prompts?

Accepted Answer

This is the right question. The honest answer: only if the prompts are tuned to the actual rhythm and framework the team already uses, and only if the CEO uses them visibly first. The pattern that works: in the engagement we sit with the CEO and run two or three real strategy artefacts through Claude in front of the leadership team. The leadership team sees the output quality and the time saved. From that point uptake follows. Without the visible CEO endorsement, prompt libraries sit unused.

Question 6

Can Claude help with M&A strategy too?

Accepted Answer

Yes, both at the strategy level (does an acquisition fit the strategic plan? what would integration look like?) and at the deal level (target sourcing, due diligence, integration planning). For the deal level we have a dedicated playbook on the Claude for Mergers, Acquisitions and Due Diligence page. For strategic-fit analysis the Strategy Project is the right home: load the strategic plan, the target overview, and the integration hypothesis, and Claude drafts the board memo for the strategic-fit conversation.

Question 7

How do we keep this confidential?

Accepted Answer

Use Claude Team or Enterprise (not Pro or Free) so that Anthropic does not train on your data. Use SSO and admin controls on Enterprise. Use a restricted Strategy Project that only the leadership team can access. Do not share Project credentials. For genuinely sensitive material (M&A targets, capital-raise plans, key-person departures) use Enterprise audit logs and document the use in your internal AI policy. We help draft that policy as part of the engagement.

Question 8

What is a realistic outcome from a STRATEGIC engagement?

Accepted Answer

For most leadership teams: 30 to 60 hours reclaimed across the planning cycle, a strategy doc and OKR pack delivered 2 to 3 weeks faster than the prior cycle, and a measurably higher-quality off-site because the leadership team arrives with the synthesis already done. The harder-to-measure outcome is the one CEOs report most often: the leadership team stops dreading the planning cycle. It moves from "six weeks of meetings and a rushed memo" to "a real strategic conversation supported by proper analysis". That cultural shift is the lasting value.

Question 9

How do we measure if it's working?

Accepted Answer

Three measures we track in every engagement. (1) Hours per leadership-team member spent on planning-cycle documentation, before vs after. (2) Time from off-site close to all-hands rollout. (3) Quality of the strategy doc, judged by the chair (or independent director) on a simple before-vs-after comparison. The first two are easy to count. The third is qualitative but matters most. We build the measurement into the post-cycle review.

Task	Traditional	With Claude	Notes
Market scan / sector report drafting	20 to 40 hours per scan (analyst or consultant)	4 to 8 hours including senior review	Claude reads industry reports, competitor announcements, and customer signals. Drafts a structured market-scan memo with citations. Senior verifies sources before circulation.
Competitor profiling	8 to 12 hours per competitor	90 min to 2 hours per competitor	Claude reads competitor public materials, ASIC filings, customer reviews, and press coverage. Drafts a 1 to 2 page profile with positioning, GTM, recent moves, and likely next plays.
SWOT synthesis from leadership input	6 to 10 hours of facilitation + write-up	2 hours including review	Paste leadership team inputs (interviews, survey responses, off-site flip-chart photos). Claude clusters into a structured SWOT with evidence references back to specific inputs.
OKR drafting + stress-testing	15 to 30 hours across the cycle	4 to 6 hours including leadership review	Use the 5-step OKR workflow. Claude proposes, stress-tests, and drafts. The leadership team makes every commitment decision.
Off-site facilitator pre-read	6 to 10 hours per off-site	90 min to 2 hours	Claude assembles the reading pack from prior strategy, market scan, competitor profiles, and the leadership input synthesis. Drafts the facilitator brief for the chair or external facilitator.
Strategy memo for the board	8 to 16 hours per memo	2 to 4 hours including CEO edit	CEO provides the strategic recommendation and key arguments. Claude drafts the structured board memo: context, options, recommendation, anticipated questions, decision required.
Quarterly retro synthesis	6 to 10 hours per quarter	90 min to 2 hours	Claude reads all function retros and OKR scoring. Surfaces the cross-functional patterns that no individual leader sees alone. Drafts the leadership-team retro discussion pack.
All-hands strategy rollout deck	8 to 12 hours per cycle	2 to 3 hours including final polish	Claude drafts the slide narrative, the speaker notes, and the manager talking-point pack. CEO and head of comms polish for tone and brand.

Claude AI for Strategic Planning and OKRs

Realistic ROI

Why Claude Specifically (Not Just Any AI) for Strategy Work

1M tokens fits a full year of board minutes, prior strategy, and market intel

Excellent long-form writing: strategy memos that persuade the board

Conservative posture: calls out weak assumptions instead of rubber-stamping

Projects: vision, mission, OKRs, retros and market scans in one queryable space

The Annual Planning Timeline

The 5-Step OKR Drafting Workflow

Review prior quarter outcomes

Synthesise leadership input

Draft objective candidates

Stress-test key results

Produce one-page OKR memo

Eight High-Leverage Strategic-Planning Use Cases

Risk and Governance Considerations

Strategy is a leadership conversation, not a Claude output

Market data must come from sanctioned sources

Board-facing strategy needs a chair-CEO sign-off path

Some strategy material is price-sensitive or signal-sensitive

Strategy IP is the organisation's strategic IP

How Yes AI Helps the Leadership Team

Strategy Project setup

Reusable strategic prompts

Off-site facilitation prep

OKR rollout playbook

Our 5-Step Strategy Rollout

Discovery with CEO + leadership team

Procure Claude Team or Enterprise + set up Strategy Project

Build the strategy prompt library + load prior artefacts

Off-site preparation + facilitator brief

OKR rollout + post-cycle review

Related Reading

Claude for CEOs and Managing Directors

Claude for Board Reporting and Governance

Claude Projects for Knowledge Management

Strategic Planning Claude FAQ

Book a Strategy Briefing