Consulting
AI transformation consulting
For organizations that need AI in the operating model, not in a pilot.
Most enterprises are now two years into AI. A few teams use it well, most use it occasionally, and nobody can say what it has changed. The tools were never the constraint — the constraint is that no one redesigned the work around them.
I work with leadership teams to fix that: identifying where AI creates measurable value in your specific operations, building the capability to capture it, and putting governance in place before scale creates exposure.
Structure
How engagements work
Diagnostic
I work through your operations with the people doing the work: where AI creates real value, what capability gaps block it, what current inefficiency is costing, and what governance risk already exists.
You receive a prioritized roadmap with effort and impact estimates for each opportunity. It stands on its own — many organizations use it to run their own program.
Transformation program
Capability building for the teams who will use AI daily, workflow redesign so it holds after I leave, governance frameworks for oversight and accountability, and an internal champion group that carries the work forward.
Advisory retainer
For organizations that want continuity as the technology moves — periodic review, guidance on new capability, and support for internal teams as adoption widens.
Approach
What makes this different
I build capability, not dependency
The measure of a successful engagement is that your teams don't need me afterward. Every program transfers frameworks and trains internal champions by design.
Sector-specific, not generic
Risk teams work on risk cases. Engineers work on engineering documents. Generic AI training produces generic results.
Governance from day one
Adoption without judgment creates liability — particularly in banking and government. Verification checkpoints are built into workflows from the start, not added after an incident.
Sectors
Where I work
Next step
Start with a conversation
Most engagements begin with a thirty-minute discussion of what you're trying to change. If a diagnostic is the right next step, we'll scope it then.