Mid-market organizations often find themselves stuck: too much opportunity to ignore AI, not enough internal expertise to pursue it safely. I step in as your AI lead — embedded with your team, accountable to outcomes, and able to operate at every level from C-suite alignment to hands-on implementation.
I run two types of workshops, depending on whether you need to align at the top or build capability in the middle of the organization.
A focused half-day or full-day session with your senior leadership team. We map your current operations against AI opportunity, prioritize use cases by value and feasibility, and leave with a clear picture of where to invest first and what to protect against.
A multi-session program — typically 3 to 6 sessions — for business or technical teams. Designed around your specific context, tools, and goals. Could be analytics engineers learning to build agentic workflows, operations teams learning to prompt and evaluate AI tools, or a cross-functional group working through a specific use case end-to-end.
Not every AI problem needs a custom build. And not every off-the-shelf tool actually fits the way your business works. I help clients figure out which situation they're in — and then execute either path well.
I design and deploy AI products scoped to a specific, high-value problem: a customer service agent that understands your product catalog, a reorder prediction model built on your transaction history, a semantic search layer over your internal knowledge base. Built to production standards, with the data infrastructure and governance to support it.
Already know which platform you want — Vertex AI, AWS Bedrock, a specific SaaS vendor — but need someone who can stand it up properly, connect it to your data, and make sure your team can own it afterward? I manage the full implementation, from vendor security review to deployment to team handoff.
Not Sure Which Fits?
If you know you have a problem but aren't sure which of these is the right entry point — the honest answer is: start with a conversation. A 30-minute call is usually enough to find the right starting point.
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