I help executives make
clear decisions.
When data risk, regulatory pressure, or AI ambition starts to outrun operating reality.
Advisory for Leaders
Navigating Risk, Scale, and Pressure.
When Leaders Engage Me:
- You're facing a regulatory audit or consent order regarding data practices.
- Your "Data Transformation" has stalled despite heavy investment in tools.
- The Board is demanding an AI strategy, but your data foundation is shaky.
Data Risk & Governance Diagnostic
Rapid assessment of your current exposure. I identify where your policies exist only on paper and where your definition of 'critical data' is failing.
Enterprise Data Operating Model Design
Structuring teams, ownership, and decision rights. I design models that survive organizational politics and actually deliver accountability.
AI Readiness (Governance Lens)
Moving beyond the hype. I audit your data foundations to ensure your AI pilot doesn't become a compliance liability or a hallucination engine.
Executive Sounding Board
A private channel for CDOs and CIOs. Pressure-test your strategy, vendor choices, and board communication with someone who isn't trying to sell you a platform.
Why Data Transformations Fail at Scale
I sell judgment, not methodology. Here is how I think about the problems that usually kill these initiatives.
Where governance breaks in real organizations
Most frameworks fail because they assume rational actors. In reality, data governance is 10% technology and 90% sociology. It breaks when ownership is assigned without authority, or when 'stewardship' becomes an unfunded mandate.
Why tooling-first approaches fail
Buying Collibra or Alation before you have a coherent operating model is like buying a Ferrari to deliver pizza. You don't need a catalog; you need a decision-making framework. Tools enforce process, they don't create it.
How ownership dilution kills accountability
When 'Everyone is responsible for data quality', no one is. Effective governance requires uncomfortable clarity about who gets fired when the numbers are wrong. If you cannot name the single owner of 'Customer Master', you have lost.
What executives usually underestimate
The latency between 'fixing the data' and 'trusting the report'. Technical remediation is fast; cultural remediation is slow. You must manage the trust deficit as aggressively as the technical debt.
Insights
High-signal perspectives on governance, AI strategy, and enterprise transformation.
About Me
I operate at the intersection of technical reality and executive ambition. My career has been defined by fixing what breaks when organizations try to scale their data capabilities.
I don't care about the latest buzzword tool. I care about decision rights, clear ownership, and data supply chains that actually function under pressure. I optimize for judgment and accountability, not just throughput.
Request Advisory Discussion
Frame your decision. I filter tire-kickers immediately.
If you’re facing a high-stakes data decision, let’s talk.