tgroenwals shared this post · 9h ago
Carolyn Healey

Your AI rollout isn't failing because of the tech.

It's failing because your leadership team isn't aligned.

They just think they are.

A BCG 2026 survey found that 60% of CEOs believe their boards are pushing AI transformation too fast, while 40% of less-AI-confident board members worry their company is moving too slow.

Same companies. Same meetings and dashboards.

Opposite conclusions.

Now layer in what MIT's NANDA initiative reported: 95% of enterprise GenAI pilots are failing to move revenue. Not because the models don't work. Because the organizations around them don't.

The pattern is the same:

→ The CEO thinks AI is a growth strategy.
→ The CFO thinks it's a cost play.
→ The CIO thinks it's an infrastructure problem.
→ The CHRO thinks it's a workforce problem.
→ The CMO thinks it's a personalization engine.
→ The General Counsel thinks it's a risk to contain.

Every one of them is right. That's the problem.

Here's what alignment-by-assumption costs you:

1/ Strategy fragments into 7 small bets

→ Each function funds its own pilots
→ No shared definition of "ROI"
→ Investments compete instead of compound

Reality: You end up with a portfolio of disconnected experiments, not a transformation.

2/ Governance becomes a battleground, not a backbone

→ Risk and Legal slow things down
→ Product and GTM route around them
→ Shadow AI fills the gap

Reality: When the leadership team isn't aligned on guardrails, the org builds its own.

3/ Your workforce reads the mixed signals

→ "Adopt fast" from the CEO
→ "Be careful" from the GC
→ "Cut headcount" rumored from the CFO

Reality: Employees stop experimenting and start protecting themselves.

4/ Accountability evaporates

→ BCG found CEOs believe 35% of their performance review depends on AI ROI
→ Boards believe it's 27%
→ No one else on the leadership team has a number

Reality: If only the CEO is measured on AI outcomes, only the CEO is rowing.

5/ The board loses confidence (quietly)

→ 35% of CEOs say their boards overestimate what AI can replace
→ Nearly 40% say boards lack an informed view of how AI reshapes growth

Reality: Misalignment at the top creates a credibility tax that compounds.

McKinsey's State of AI 2025 found that AI high performers are 3x more likely to report strong, visible ownership from senior leadership, not just the CEO.

That's the variable.

Not the model. Not the data stack. Not the use case.

The leadership team operating from a single, shared answer to 4 questions:

→ What are we actually trying to win at with AI?
→ What are we explicitly not doing?
→ Who owns which decision, and by when?
→ How will we know if it's working?

If your executive team can't answer those in the same words, your rollout is already losing. You just can't see it yet.

Save for reference.


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79
Michaela Schuler Carolyn, leadership alignment is step one and it always starts there. Love that you put that first.
For the rollout to actually work, the teams need to see the same priorities you do AND be able to act on them without checking back every two days. I have watched aligned exec teams launch rollouts no one downstream could even describe. Most change programs lose people 6 weeks after kickoff, when day-to-day decisions start contradicting the strategy deck.
13h ago
Prasad Mane This is why AI pilots often look successful but don't scale. The technology works, but every team is solving for a different outcome, so the organisation pulls in five directions at once. 10h ago