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Module 1AI opportunity assessment 13 min

The strategy mandate

'What's our AI strategy?' is the wrong question until it's reframed — meet Alder Logistics, the mandate you've been handed, and the five artifacts that make a strategy real.

The board meeting ends with a sentence you'll hear in some form this year if you haven't already: "Our competitors are announcing AI initiatives. What's our AI strategy?" You are Jordan Okafor, SVP of Operations at Alder Logistics — 1,200 people, regional freight and warehousing, decent margins under steady pressure — and as of this morning, the AI mandate is yours. This course is the next ninety days done right: from that sentence to a board-ready roadmap, one workshop artifact at a time.

First move: reframe the question

"What's our AI strategy?" treats AI as a destination. Companies that answer it literally produce a document about technology — models, platforms, a chatbot — that no operating leader can execute. The reframe that produces something executable: "Where can AI capabilities materially advance the business strategy we already have — and what has to be true for us to capture that value?" Alder's actual strategy is boring and clear: win regional contracts on reliability, defend margin against national carriers, keep drivers. The AI strategy is those three sentences, with new leverage — not a fourth sentence about technology.

  • AI is a capability set, not a project. 'Do AI' fails the way 'do electricity' would. The unit of strategy is a specific capability applied to a specific business problem with a specific owner — everything in this course operates at that unit.
  • The deployment gap is the real story. Behind the headlines, most enterprise AI value today comes from unglamorous wins: document handling, support triage, forecasting assists, drafting. The gap between AI's demo ceiling and its deployed floor is where strategy lives — leaders who calibrate to demos overpromise; leaders who calibrate to deployments compound.
  • Your scarce resources aren't compute — they're attention, trust, and change capacity. An organization absorbs a finite amount of workflow change per quarter. Strategy is choosing where to spend that, which is why prioritization (Module 2) gets a whole module and 'more pilots' is not a strategy.
  • This isn't a solo effort — staff it minimally before you start. The mandate assumes a small support team: at least one analyst to build the inventory and run the numbers, and a part-time PM or chief of staff to drive the workshops and track owners. The ninety days below assume that support exists; if it doesn't, securing it is your actual first move.

The five artifacts (your course deliverables)

  1. Opportunity inventory — every candidate use case, scored (Module 1).
  2. Priority portfolio — the funded few, with kill criteria (Module 2).
  3. Build/buy decisions — for the top initiatives, with vendor criteria (Module 3).
  4. Governance charter — one page: risk appetite, approvals, oversight (Module 4).
  5. The roadmap — all of it assembled for a board audience, with a change plan and metrics (Module 5 capstone).
Where this course sits

This is the strategy half of the leadership pair. Its sibling — AI Governance, Risk & Compliance — goes operator-deep on the risk, regulatory, and audit machinery that Module 4 here treats at executive altitude. Take this one first if you're setting direction; take both if you're accountable for the program. No code in either; the technical courses (Foundations through LLMOps) are where your teams get equipped, and Module 5 shows you how to route them there.

Use AI on the homework, from today

Leaders learn AI's texture fastest by using it on their own work. Every workshop in this course includes prompts to run against a frontier assistant — drafting, stress-testing, red-teaming your own strategy. You'll form better intuitions in four weeks of hands-on skepticism than in a year of vendor briefings. If you haven't set up an AI assistant yet, spend the first hour of AI Foundations first — or have your team stand up a sanctioned account — before the workshops.