
Find the AI use cases worth doing, prove them with a quick pilot, and get a costed roadmap your team can actually execute — without the hype.
Book a discovery call
Leadership is under pressure to "do something with AI" but you need a plan grounded in ROI.
You have a backlog of ideas and no clear way to prioritize what's feasible and valuable.
Past AI experiments stalled at the demo stage and never reached production.
You want guardrails — data, privacy, and governance — before you scale.
Use cases scored by value, feasibility, and risk.
What data you have, its quality, and what's missing.
The right approach per use case, with total cost of ownership.
One high-ROI pilot, scoped with a clear quality bar.
Privacy, security, model, and compliance guardrails.
Sequenced delivery with budgets and owners.


1 week: interviews, use-case capture, data audit.
1 week: score value/feasibility/risk, pick the pilot.
2–3 weeks: build a working proof on real data.
Ongoing: costed plan, governance, and sequencing.
Both. Many clients keep us on to deliver the pilot and the roadmap beyond it.
A scoped pilot usually proves value in 2–3 weeks on your real data.
No — we audit what you have and work pragmatically, flagging gaps as we go.
Vendor-neutral. We recommend per use case — frontier APIs, open models, or self-hosting.
You do — strategy, pilots, and code are yours.
Book a discovery call and we'll map your highest-ROI AI use cases.