Strategy & Governance
Strategy & Governance
From ambition to execution — map your AI strategy across the entire organization
Most organizations have a growing list of AI use cases — but no strategic logic connecting them to business outcomes. Teams run pilots, build proofs of concept, and chase the latest capability without a shared map of where it all leads.
They are stuck in what Agrawal, Gans, and Goldfarb call "point solutions": isolated AI applications that optimize a single task without transforming the system around them. The result is scattered investment, duplicated effort, and no clear line of accountability from AI spend to business value.
Without a strategy map, leadership cannot answer the most basic question: "Are our AI investments driving the outcomes that matter?"
AI projects live in silos, disconnected from the outcomes leadership actually cares about.
Budgets spread thin across dozens of point solutions with no compounding effect.
Nobody can trace AI spend to business value — making executive buy-in fragile.
Four carefully designed inputs ensure the workshop day starts with shared context — not cold introductions.
2–3 stakeholder interviews to understand current AI initiatives, strategic priorities, and organizational context.
The client lists all current and planned AI initiatives with status, owner, and expected impact in a structured template.
Based on Power and Prediction: are you in point solutions, application solutions, or approaching system-level AI?
2-page executive summary of the Strategy Map methodology and what to expect, giving all participants a shared starting point.
Six structured blocks that build a complete AI Strategy Map from top-down business logic to bottom-up capabilities.
Present the "Between Times" diagnostic results. Where is your organization on the AI adoption curve? Map current initiatives to Point / Application / System types. Key framework: Power and Prediction (Agrawal, Gans, Goldfarb).
What financial outcomes must AI drive? Revenue growth, cost reduction, risk mitigation, compliance. What must change for customers? Work backward from value, not forward from technology.
Which processes must transform to deliver those outcomes? Apply the "Hidden Uncertainty" framework from Power and Prediction — where is the organization spending the most scaffolding to manage uncertainty? That signals the biggest AI opportunity.
What capabilities, data infrastructure, and culture are needed? Apply the Jagged Frontier from Co-Intelligence (Mollick) — which skills are inside and outside AI's capability boundary? What must humans own?
Connect all four layers into a single cause-effect strategy map showing the logic chain from capabilities to financial outcomes. Prioritize and sequence.
Map every current AI initiative onto the strategy map. Identify orphan projects (no strategic link), gaps (strategic priorities with no initiative), and overlaps.
Three proven frameworks, combined into one integrated workshop methodology.
The four-perspective framework — Financial, Customer, Internal Process, Learning & Growth — that structures the entire strategy map and ensures every AI initiative connects to measurable business outcomes.
The Point → Application → System solutions framework, the "Between Times" diagnostic for organizational positioning, and the Hidden Uncertainty lens for identifying the highest-value AI opportunities.
The Jagged Frontier concept — understanding which tasks AI can handle well and which it cannot — applied to capability planning and the human-AI division of labor.
Five professional deliverables that turn the workshop into lasting organizational impact.
Professional one-page visual showing cause-effect logic from Learning & Growth → Internal Processes → Customer → Financial outcomes. Delivered as editable PowerPoint + PDF.
Every current AI initiative mapped to the strategy map, with traffic-light status: green (strategically aligned), amber (partial fit), red (orphan/misaligned). Includes gap analysis.
"Between Times" diagnostic with detailed findings: where the organization sits on the Point → Application → System continuum, with recommended next moves per business unit.
8–10 page report with strategic recommendations, quick wins (90-day), medium-term priorities (6–12 months), and long-term transformation themes.
Concrete action plan with owners, milestones, and dependencies for the first 3 months post-workshop. Designed for immediate execution.
Extend the impact with ongoing strategic support.
Revisit and update the strategy map every quarter to reflect new priorities, completed initiatives, and shifting organizational context.
Full re-run of the "Between Times" diagnostic to measure progress on the Point → Application → System continuum since the workshop.