

Most firms do not have an AI problem. They have an operating model and change management problem.
I embed as your Fractional COO — assessing your operating structure, clarifying decision rights, and redesigning the workflows that are slowing you down. My technical team then builds and deploys the AI systems your operations require.
Before founding Gen-Next AI, I spent more than 20 years operating at the COO level inside two of the world's most demanding financial institutions — Morgan Stanley and Goldman Sachs. I led workforce strategy, organizational design, and large-scale operational transformation in environments where execution discipline and change adoption were non-negotiable.
When I stepped into entrepreneurship, I saw the same pattern repeating in founder-led firms: growth creating operational strain, AI being adopted reactively, and leadership buried in daily problem-solving instead of strategic work.
Today I serve as a Fractional COO for professional service firms — architecting the operating design and change framework that makes growth sustainable. A specialized technical team executes alongside me, building and deploying the AI systems that support the strategy.





Gen-Next AI has supported leaders across legal, dental, and financial services in building operating models that support sustainable growth.
A small but growing law firm was doing everything by hand. Following up with prospects, staying in touch with contacts, tracking important dates and relationships. With a full caseload, things slipped. Not because of carelessness, but because there was no system.
A growing dental practice needed its front desk operating to a consistent standard before adding an AI-powered call services bot. Without a training foundation in place, the technology would have had nothing solid to build on. We designed a full certification program for the call services team, including real patient scenario role-plays, a structured assessment, and a 90-day onboarding plan built to work alongside the incoming AI layer from day one. The result: a certified team operating to a clear standard, a repeatable process the practice owns permanently, and a foundation ready for AI to accelerate.

A focused engagement delivering measurable improvement in one specific area — intake workflows, reporting infrastructure, team accountability, or AI deployment. Defined scope. Defined outcome.

If your firm is ready to eliminate operational friction, implement AI with discipline, and scale without breaking what you have built — the Operating + AI Assessment is where we begin.


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