The Five Dysfuntions of AI Transformation
Most AI initiatives fail because of organizational dysfunctions that surface after the investment is made: leaders who can't admit what they don't know, strategies that go unchallenged, tools bought before the problem is agreed, pilots nobody owns after go-live, and success measured in model accuracy instead of business results. Research shows the same pattern: the root causes are organizational.
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Mon Sep 28·5:30 PM UTC
The Month-13 Problem: Why Your AI Project Died After Go-Live
Most AI initiatives don't die in the strategy room — they die in production, months after go-live, when the team has moved on and nobody owns retraining. Gartner finds models fail for lack of operational structures, not bad algorithms. It is Dysfunction 4 — the Project-Not-Product Mindset — the most common death zone. Run AI as a project with an end date and failure is scheduled. This lesson shows you how to cancel it.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach
Mon Oct 5·7:00 PM UTC
Accuracy Is Not an Outcome: The Dashboard Lie
Run AI as a project and success is measured in delivery dates, accuracy, and feature completeness. A 94% accurate model that moves no business metric is a failed investment in a success costume. This is Dysfunction 5: Inattention to Outcomes, fed by every layer below. Teams celebrate green dashboards while the P&L stays flat, because nobody defined 'working' upfront. You leave with rituals that measure what matters — and kill what doesn't.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach
Mon Oct 12·6:00 PM UTC
The Vendor Left — and the Knowledge Left With Them
The ROI Institute found consultancies leave with critical knowledge — and organizations discover too late that the capability walked out the door. Lock-in is not a procurement failure; it is the sharpest symptom of the Project-Not-Product Mindset. The company believed AI was something you buy and install, not operate and evolve. The fix: scope every engagement as capability transfer from sprint one. Learn to own what you pay for.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach
Mon Oct 19·6:00 PM UTC
Nobody Said No: How Polite Rooms Kill AI Strategy
People hide what they don't know about AI, so bad ideas go unchallenged and hype wins. McKinsey calls it strategic misalignment: commitments before the problem is clarified. Not for lack of intelligence — for lack of permission to dissent. This is Dysfunction 2 — Fear of Strategic Conflict — the cheapest to fix, needing no budget, only a ritual. You leave with the Red Team Ritual — dissent as a requirement, so commitments survive reality.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach
Mon Oct 26·7:00 PM UTC
Leaders Go First: Admitting What You Don't Know About AI
When leaders hide what they don't know about AI, failures go undiscussed. Absence of Trust is Dysfunction 1 — the base of the pyramid. No operating model or governance ritual survives its absence. The intervention is disarmingly simple: leaders go first. Executives learn three practices — vulnerability statements, Failure Fridays, and the Limitations Dashboard — that turn AI uncertainty from a private liability into a shared asset.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach
Mon Nov 2·7:00 PM UTC
Your AI Failure, Diagnosed: Live Q&A Clinic
Is this just theory? This closing session answers it with your cases, not our slides. Bring a stalled initiative, a vendor problem, or a dashboard nobody believes, and watch the Five Dysfunctions pyramid turn it into a diagnosis and a first intervention. Nothing is rehearsed: volunteered cases are diagnosed live and your questions set the agenda. Better to find out now if the framework can't survive it. Come with a case, leave with a hypothesis.
You'll learn from
Hussam Ahmad
AI Transformation, Leadership & Product Excellence and OKR Coach