We don't deploy AI for its own sake. We start from the objectives that matter to your business, implement against them with the right tools, and track the return — so every project earns its place with concrete, measurable ROI.
Built for mid-market operators in
Only about 29% of sub-$100M firms are scaling AI, versus 50% of $5B+ companies. The advantage compounds — and the distance grows the longer you stay on the sidelines.
You don't need a six-week discovery to find the opportunities. They're the repetitive, manual frictions your employees deal with daily. We start by actually listening to them.
People only flag what's broken when they're sure it won't cost them their job. We protect that — what your team shares stays yours, never repackaged as someone else's data asset.
A cheap, fast entry point that builds trust — then the implementation that actually moves the needle.
An AI interview agent talks to your team and surfaces the inefficiencies people see every day but rarely escalate. Low cost to start, quick to first insight.
We turn what we hear into an observable transformation plan — opportunities ranked by value and effort, so you can see exactly where AI pays off first.
We deploy using the best tools for the job — tools-agnostic, no lock-in — and track results so the ROI is something you can see, not just something we promised.
The agent runs structured conversations across a team or function — no month-long discovery, no consultants shadowing your staff. Just a fast, honest read on where the friction is.
We map the findings into a clear, sequenced roadmap and pick a first win narrow enough to ship fast — a single role or workflow, like automating accounts payable or client onboarding for one team.
We build and deploy that first solution in weeks, track it against your goals, then expand to the next role once the value is proven — so the wins compound instead of stalling.
"The interviews surfaced bottlenecks we'd lived with for years and never named. Six weeks later one of them was automated."
"No lock-in, no year-long roadmap. They picked one workflow, shipped it, showed the numbers — then we did the next one."
Join the early-access waitlist and we'll show you what an AI interview can surface inside your business — starting with a single conversation.
Request early access