AI Value Creation Consultants is a boutique advisory practice for mid-market CEOs, boards, and PE operating partners. Twenty-five years of Fortune 500 operating leadership — translated into AI strategy, agentic workflow design, and customer experience transformation that survives contact with a real P&L.
Most AI engagements fail at the seam between pilot and production. We design for the seam first — because the business lives there. Every engagement anchors on a specific P&L line, uses production-grade architecture (RAG, MoE, MCP, agentic workflows), and speaks your organization's operating vocabulary.
Every engagement begins with the P&L line we're going to move, the customer outcome we're going to change, or the cost structure we're going to reset. Technology choices follow economics — never the reverse.
One-off prompts are fragile. We architect compartmentalized, RAG-grounded workflows using MCP, MoE, and agentic patterns — with explicit hallucination controls. Output reliable enough for the boardroom.
We've carried the bag. Run the service floor. Owned the operating profit number. AI translated into your org's actual vocabulary — NPS, cost-to-serve, on-time delivery, operating margin.
A 60–90 day executive sprint that produces a ranked portfolio of AI initiatives tied to specific P&L lines — with sequencing, capital, and governance model.
Design and deployment of compartmentalized, RAG-grounded AI workflows for high-stakes domains — legal reasoning, clinical documentation, financial analysis.
Re-engineering end-to-end CX with AI-enabled service, sales, and success motions — grounded in NPS discipline and cost-to-serve obsession.
Ongoing board-level counsel for founders, CEOs, and PE operating partners navigating AI-era strategic decisions, organizational design, and technology bets.
Representative outcomes from senior operating and advisory roles across healthcare, industrial services, and financial technology.
Every meaningful engagement begins with a conversation. If you're leading a mid-market business through an AI-era inflection point — or a PE portfolio company that needs to move faster than a big-four consultant can — we should talk.
The first conversation is free, structured, and usually worth the hour. Bring your hardest problem. Leave with a first-principles read on where AI actually helps, what it will cost, and how quickly you can see it in the numbers.