The first time I used an LLM — ChatGPT 3.0 — I asked it to write a Python program for statistical process control, and to my astonishment, it did. The hair stood up on the back of my neck as I watched it write code, thinking: what just happened? What is this?
AI capability isn't improving steadily — it's improving exponentially.
Every few months, tasks that used to require custom development or specialized skills become built-in, easy-to-use features. That changes the math on where to invest your time: spending months perfecting a system built around today's tools is often a worse bet than capturing today's easy, high-impact wins now — and adapting again when the next wave of capability arrives.
That's the approach I bring to clients: quick, practical wins with what's available today, and an ongoing eye on what's next — so you're riding the curve instead of racing to catch up to it.
For over 15 years, I've applied statistics and Lean Six Sigma methodologies to product design and manufacturing — work that has delivered multi-million dollar cost savings and efficiency gains. For the past 5 years, I've applied that same rigor to machine learning, data analytics, and agentic AI.
15+ years experience · Multi-million dollar cost savings deliveredLet's talk about where you are, where you want to go, and what's realistic to expect.
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