AI Isn’t the Hard Part: Lessons from the CTO Seat
I have a unique vantage point right now.
In addition to serving as President & CTO of Judge Consulting Group, I’m also playing the interim/fractional CTO role for organizations and that means I get to see technology from both sides: advising clients on transformation, and sitting in the actual CTO seat where the decisions, budgets, risks, vendors, people, and outcomes ultimately land outside of my own company.
A few things I’m seeing consistently:
1. AI isn’t the hard part. Operationalizing it is.
There is no shortage of AI ideas. The challenge is governance, data, security, adoption, and identifying use cases that actually create measurable business value.
2. Most companies have more technology than they effectively use. Before buying another platform, I’m increasingly asking: What are we already paying for? Who is actually using it? What can we consolidate, renegotiate, automate, or eliminate?
3. Vendor and contractor spend deserves another look. There are real savings hiding in portfolios, by understanding performance, eliminating overlap, renegotiating contracts, and holding partners accountable for outcomes.
4. Data governance is becoming a business issue, not an IT project. AI is exposing years of fragmented ownership, inconsistent definitions, poor data quality, and unclear accountability. You can’t build an AI strategy without addressing the data underneath it.
5. Transformation doesn’t fail because of technology nearly as often as it fails because of execution. Clear ownership, decision rights, measurable outcomes, communication, and change management still matter as much as the architecture.
And maybe the biggest lesson: a CTO has to understand the business before trying to change the technology.
I’m learning a tremendous amount by sitting in these different seats, and I’m happy to share it.
If you’re a CEO, CIO, CTO, CFO, or technology leader wrestling with AI, vendor spend, modernization, data governance, operating models, or a major transformation, feel free to reach out.
No pitch required.
If I’ve seen the problem before, I’m happy to give you 30 minutes and share what I’m seeing in the market and what I would be thinking about in your position.
Sometimes a fresh set of eyes is worth more than another PowerPoint.
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