The approach
Most organizations ask

Where can we add AI to existing workflows?

The better question

What outcomes are we trying to achieve, and how should work be redesigned to reach them in the age of AI?

Built, not advised

I've built the systems behind how work gets done, at ADP, BSI, Amazon, and Kore.ai. Enterprise payroll at 35M+ scale. HCM modernization onto AWS. A career platform across 20+ countries and 15 languages. The AI for Work agent portfolio at Kore.ai, live across HR, IT, and recruiting. The advice you get isn't from a deck. It's from someone who's been on the builder's side of the table.

The builder's side is concrete: the model is never the hard part. Connecting to your Workday, ServiceNow, and SAP is, and that's exactly what a demo can't show. So I evaluate the plumbing, not the demo.

Engagements

The engagement lifecycle

Three ways to work together, mapped to the stage your organization is in.

Work redesigned with AI, not decorated with it. The kind employees actually use, with the roadmap and ROI to prove it.

I work with a small number of companies at a time, typically mid-market and enterprise orgs evaluating AI tools or redesigning workflows with humans and AI agents.

If you want a trusted thought partner who's been on the builder's side, a short call is the best place to start.

Let's talk →