AI consulting for businesses that want to move faster
Whether you're exploring AI for the first time or racing to stay ahead of your competition, I help businesses of every size put AI to work — so your team can focus on what actually matters.
what we build
Fully automated, fully customized AI workflows built around your business — creating real value in the real world. No templates. No one-size-fits-all platforms.
Two flavors. Opportunity audits map your workflows and rank where AI would actually move the needle. Security audits red-team agents you've already shipped — prompt injection, data leakage, over-permissioned tools. Both end in a plain-English report with a prioritized fix list.
Hands-on sessions tailored to your team's workflows. We map where AI fits, where it doesn't, and what to ship first — no generic demos.
Every business runs on workflows — some simple, some complex, all time-consuming. I build AI agents that handle them end-to-end, tailored to your specific processes, tools, and goals.
For teams whose data can't leave the building — legal, finance, healthcare, defense. I set up local models (Ollama, llama.cpp, vLLM) on your own hardware and build the same agentic workflows around them. Zero data leaving your network.
// philosophy
The perfect agent, like the perfect employee, doesn't exist. The edge comes from pairing imperfect agents with the right work — and improving them every cycle.
Agentic workflows aren't 100% accurate on day one. They miss edge cases, answer the wrong question with too much confidence, and get stuck on inputs they've never seen. That's normal. So do humans. The fix isn't a smarter model — it's a person in the loop, watching for the gaps and feeding them back.
Every override is a lesson. Every approval is a vote of confidence. Kaizen — small, constant improvement — is what turns a rough first draft into a workflow you'd trust without supervision. That's how small businesses actually get ahead with AI: not by hiring a perfect agent, but by building one that compounds with use.
// how it works
Four phases. Free to start. You see real output by phase 03.
Talk through your business, your pain points, where time is being wasted. Free, no commitment.
Map your workflows, identify highest-impact opportunities, design the right agentic solution.
Build, test, refine until agents perform reliably with your real data and real processes.
Your automation goes live. I stick around to make sure it runs and iterate as needed.
// get in touch
Tell me a bit about your business and what you're trying to accomplish. I'll get back to you within 24 hours to schedule a free 30-minute conversation.