AI adoption didn't remove operational complexity.
It exposed it.
Helping small to medium businesses and legal practices adapt marketing and operations under budget pressure, when AI adoption and governance turns non-negotiable.
The Gap
SMBs and legal practices are under real pressure: rising regulatory demand, flat budgets, and an instinct to just react. Keep pace one fire at a time. The ones moving fastest are doing something different, rethinking how they operate so AI scales with their existing rhythm, often with outside help building the workflow and accountability layer that increases impact without adding headcount.
What I Bring
With a background as both a marketer and a team leader inside big tech communications and marketing, I've built scalable, AI-enabled centers of excellence: standardized intake, clear workflows, and role clarity across global teams. I sequence change management before new tooling goes live, which is why adoption sticks, engagement goes up, and production timelines shrink instead of stall.
Operational Assessment
Spend visibility, workflow mapping, and a prioritized fix list, scoped to prove ROI on one problem first.
Fractional Ops Advisor
Ongoing part-time partner through a specific transformation or budget cycle. Guidance on shaping AI governance that supports your team without compromising your data and information.