Consulting
Practical advisory for teams trying to make technology useful.
I work where people, strategy, systems, and hands-on building meet. I'm useful when a team knows something needs to change, but needs sharper judgment about what to build, what to stop, and how to make the work stick.
Good consulting output
Short bio
My background sits across product leadership, people leadership, technology strategy, AI transformation, operating design, and hands-on systems work. I've spent a lot of time translating complex ideas into decisions, tools, and ways of working that people can actually use.
The through-line is practical change: understand the work, name the tradeoffs, build enough proof to learn from, and leave people with a clearer way to move.
Let's Chat
The right next step is usually a sharper conversation.
If you're working through AI adoption, operating-model change, product direction, or a workflow that should be simpler than it is, reach out to explore how I can help.
Areas I can help with
These are not separate boxes. The useful work usually sits in the overlap: AI adoption depends on workflow design, product judgment, operating habits, leadership capability, and technical trust.
01
AI transformation and practical adoption
Maturity models, AI fluency, operating guidance, use-case selection, governance tradeoffs, and the move from pilots to useful capability.
02
Operating model and workflow redesign
Making work visible, removing brittle handoffs, clarifying decision rights, and redesigning recurring workflows before automating them.
03
Digital product and software delivery
Product strategy, discovery-to-delivery loops, technical translation, delivery confidence, and the practical constraints that decide whether good ideas ship.
04
AI systems, agents, and knowledge tools
Grounded knowledge systems, agent workflows, evaluation loops, prompt and harness design, and trust boundaries people can inspect.
05
Leadership, capability, and change
Helping leaders, product teams, and operators build the human capability around the tooling: better questions, stronger judgment, clearer coaching, and less adoption theatre.
06
Technical strategy and translation
Turning complex technical options into decisions a business can actually use, with enough detail for builders and enough clarity for leaders.