AI consulting for owner-led businesses
We put AI to work on the numbers you care about, starting with one workflow your team runs every day and one number it should move.
Founded by an engineer with 20+ years building systems for the US Navy, CIA, and AWS.
what we build
We fit custom AI workflows to your tools, your data, and the way your team already works. 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.
Your business runs on workflows, and most of them eat time. We build AI agents that handle them end to end, fitted to your processes, tools, and goals.
For teams whose data can't leave the building: legal, finance, healthcare, defense. We set up local models (Ollama, llama.cpp, vLLM) on your own hardware and build the same agentic workflows around them. Your data stays on 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. New hires do the same. The fix is a person in the loop who catches the gaps and feeds them back.
Each override teaches the agent something, and each approval confirms what it got right. With kaizen, small and constant improvement, your team turns a rough first draft into a workflow it can trust to run on its own, with a person still approving anything sensitive. Small businesses get ahead with AI by building agents that get better with use.
how a business runs now
Underneath it all, the data layer holds what's true, and every correction makes it a little truer. Press a step to see how it works.
compounding
Day one, it's a handful of facts. Every order, email, and override adds another and links it to the rest. The orange lines are relationships a spreadsheet can't hold.
how it works
Four phases. Free to start. You see the agent working by phase 03.
Talk through your business and where your team loses time. Free, no commitment.
Pick the first workflow, agree on how you'll measure it, and design the agent around it.
Build, test, and refine on your own data and processes until the agents are reliable.
Your automation goes live. We stick around to keep it running and improve it as your team uses it.
get in touch
Tell us about your business and what you want to fix. We'll reply within one business day to set up a free 30-minute call.