AI workflow engineering · small & mid-size teams
Build small.
Govern. Loop.
QbitLoop turns AI from hype into dependable results. We build small, governed AI workflows that give teams their time back — and prove the return.
Three ways in. One method.
The offer ladderWe sit in your workflow, find where the hours leak, and rank where AI pays off — with an honest AI Value Snapshot, not a sales deck.
●from $750We build the one workflow the Assessment ranked first — small, governed, running in your own accounts. AI drafts the work; your people approve it.
●Fixed scopeWe re-measure the return each quarter, tune what drifted, and add the next workflow when the numbers say so. You stay in control; it keeps working.
●Quarterly re-measuredField notes.
All writing →The monthly review: what actually shipped in AI this month, every date verified to a primary source — no vapor.
●Monthly ALMANACPrompt, context, harness, loop — four disciplines in two years, and only two survive. Where to bet your time.
●EssayThe 6G story runs the other direction — uplink, sensing, and the edge — and almost nobody is talking about it.
●Deep diveKnow a business drowning in admin?
Most of our work starts with an introduction — an accountant, a consultant, a friend who sees a team burning nights on work a governed AI workflow could draft. Introduce us. If it turns into an engagement, there's a straightforward referral agreement — in writing, paid on collected revenue.
Make an introduction →You introduce
One email connecting us. That's the whole job — we take it from there.
We assess, honestly
The Assessment tells them where AI pays off — or that it doesn't yet. Your name stays good either way.
You're taken care of
A written referral agreement, paid when we get paid. No handshake math.
Get your week back — and keep it.
Built and run by a Principal Architect (ex-Cisco, ex-Motorola). The person you talk to is the person who does the work. AI proposes; you approve.
Book the AI Opportunity Assessment