Built for a clean slate
Pilots run on tidy sample data. Your business runs on ten years of systems, exceptions and workarounds. The pilot never meets reality.
AI consulting · Based in Utah
AI that works in the business you already have.
Most AI pilots look great in the demo and stall in the real business. We start from your actual processes, data and systems, and ship AI your people use.
- Assessments that rank every opportunity
- Builds that reach production
- Senior people on every engagement
AI Adoption Check
Why AI stalls
The demo worked. The business didn't change.
We hear the same three stories from leadership teams, in every industry.
Nobody ranked the ideas
Every department has AI ideas. Without a sized, ranked list, the loudest idea wins, not the most valuable one.
Built for people, not with them
Tools show up that nobody asked for. Adoption fades, and the next AI project gets harder to sell.
How we work
Assess. Build. Advise.
Start with a fixed-scope Assessment. Build what it proves is worth building. Keep a senior AI advisor in your corner as you scale.
- 1
AI Assessment & Roadmap
2–4 weeks, fixed fee. Every role's daily work mapped, every AI opportunity sized, and a top 10 to ship first.
Start here - 2
Build & Implement
AI agents, automations and integrations shipped into your existing systems, tested and reviewed, with an owner on your side.
- 3
Fractional AI Advisor
A monthly retainer: AI leadership on your agenda, without hiring a full-time executive.
Leading an engineering team? See AI coding-agent enablement.
Case study · B2B distribution
From AI roadmap to AI in production
A distributor with field sales reps, warehouse and delivery operations, and a customer rewards program knew AI mattered, but had no shortlist. Reporting questions queued up behind developers.
We mapped 11 roles across 8 business areas, sized 46 AI opportunities, and started building the top one a week later: a data agent that answers questions from live business data in plain English. It now powers action-oriented dashboards for the sales team.
Read the full story- AI opportunities sized
- 46
- From roadmap to build
- 1 wk
- Data agent in use
- 6 wks
- Report requests removed
- ~10 h/wk
- Applied-AI product leadershipYears of leading product teams that ship AI into real businesses
- Purdue MS, AI Management & PolicyIn progress: strategy, governance and the human side of AI
- PRFlow, open sourceThe coding-agent harness I lead, in daily use by dozens of developers
- Utah-based, US-wideIn person when it matters, remote when it doesn't
Let's find where AI pays off in your business.
Thirty minutes with Daniel. No pitch deck: you talk about your business, I tell you honestly where AI fits and where it doesn't.