Clarity. Systems.
Delivery.
I help teams turn scattered AI ambition into shipped, working systems — the kind that actually reach the people using them.
Most AI initiatives don't fail for lack of ideas. They fail somewhere between the whiteboard and the release — in the handoffs, the unowned edge cases, the automation nobody maintains. That gap is where I work.
Thirteen years across product, delivery, and operations taught me the same lesson from different angles: build it right, build for the user, build to deliver. I bring that discipline to AI strategy and automation — turning a promising direction into something a team can actually run.
What I help with
How I work
I start by listening for where the friction actually lives — not where it's assumed to live. From there, the scope stays tight: one system, shipped and adopted, beats five in flight. I stay close through the build, not just the plan.
Who this is for
Teams shipping AI features who need someone who's actually run delivery, not just written the strategy deck
Product leaders scaling enablement or partner programs who need systems that hold up at volume
Founders who want senior, fractional product support without a full-time hire
If this sounds like the gap you're trying to close, I'd love to hear about it.