AI that gives your team their hours back.
We find the work your team shouldn't be doing by hand, then build and run the systems that do it instead. Start with a free working session: you leave with a prioritized plan, whether or not you hire us.
Your business runs on people's hours. A lot of those hours are manual.
Your team is doing work a machine could do: rekeying data, chasing documents, drafting the same things over and over, stitching tools together by hand. It does not show up as a line item. It shows up as capacity you never get back.
The fix is not another vendor pitch. Most businesses pick a tool first, sign a contract, and hope it adds up to a plan. The result is technical debt that compounds and savings that exist only in the slide deck.
The businesses doing this well start with diagnosis, not demos. They write down what the work actually needs, automate what costs the most first, and keep what they build running. That is what we do.
A Signal: a free working session with our team.
Book a slot
One click. Pick a time that works. No long form to fill out.
2 minA quick intake
A short call to learn where the hours go, what is manual, what you have tried.
~5–10 minWe write a brief
Where AI realistically helps, rough ROI on the top items, what to do first.
before we meetYour session
We skip discovery and go straight to the plan: where AI helps and what to do first.
30–60 minNo sales deck, no discovery call that leads nowhere. You sit with our team and leave with a prioritized plan, one you can act on whether or not you ever hire us.
A free start, then three engagements that build on each other.
00 · Start free
A working session with our team, prepared by a short intake so the time is focused. You leave with a prioritized plan you can act on, with us or without.
Free · 30–60 min01 · Diagnose
A process inventory, a prioritized opportunity map, ROI math, and tooling calls. The paid diagnostic that turns a hunch into a plan you can fund.
$5–10K · 1–2 wks02 · Implement
We ship the Audit's top priorities. Custom build, off-the-shelf integration, or a mix. Production-grade, with a human-approval gate where it matters.
$25–150K · 4–12 wks03 · Operate
We operate what we built. Hosted infrastructure, monitoring, evaluation, monthly tuning, and a quarterly review against measurable outcomes.
$5–15K / moWe pick the model last, not first.
We start with diagnosis, not demos.
Most AI vendors open with which tool is best. We open with what your work actually needs, written down in numbers, then test the models against that. The right one is usually obvious by then, and you are never locked to one vendor. Most AI projects fail at this step, not the build step. Skipping it is the most expensive shortcut in this category.
You leave with a plan, not a pitch.
The free session is not a disguised sales call. We come prepared, walk you through where AI realistically helps your business and what to do first, and you keep that plan whether or not you hire us. The fastest way to earn a serious engagement is to be useful before we ask for anything.
The model is the easy part.
The hard part is the boring part: knowing when it is wrong, seeing what it did, and having someone who answers when it breaks. There is a gap between an AI demo that works on Tuesday and a system that still works on Monday morning two months later. We have spent years closing it inside our own infrastructure: kill switches, observability, evaluation harnesses, human-approval gates. What we deploy for clients carries the same discipline.
Five questions we answer before we ship.
Can you tell when it is wrong? Can you see what it did? Is it answering from current information? Who approves before it acts? Who do you call when it breaks? A vibe-coder ships the demo. We ship the demo and the five things that keep it running. If a Copilot license is all you need, buy that without us; call us when "pretty close to working" is not acceptable.
See where AI gives your team hours back. For free.
A working session with our team · 30–60 min · a plan you keep either way