Out of the pilot, into the operation.
Most organisations do not have an AI problem. They have a process problem that AI has made visible — and a portfolio of pilots that never had a route into production.
What we keep seeing.
The pilot is the easy part. A capable team can demonstrate something impressive in a fortnight. What stalls is everything after: the process the model is supposed to sit inside was never written down, the data it needs lives in three systems with different definitions, and nobody owns the decision the model is now making.
The useful question is narrower than the one usually asked. Not "where could we use AI" but "where does AI change the unit economics of something we already do" — and then, separately, what has to be true operationally for that change to survive contact with the business.
The questions that bite.
Where we help.
Mapped to the lifecycle — the same four services, read through the grain of this sector.
What production actually asks for.
Seven things have to hold before something runs every day rather than once, in a demo. A capable team gets through the first three in a fortnight — the remaining four are where the year goes.
Two ways through the door.
A coffee catch-up.
An unhurried conversation — in person in Auckland, or over a call. We talk through the decision you’re weighing, how we’d work together, and whether there’s a fit. No scope to sign, no slides to sit through.
The Alignment Discovery.
A two-week joint undertaking, built around the specific decision you’re weighing. No pre-packaged verdict, no off-the-shelf framework — we work the problem with your leadership team, map the dependencies, name the standoffs, and sequence the path forward.
These four are where our pattern library runs deepest — not the limit of where we work. Where the decision is portfolio strategy and execution, the discipline travels. How far the range runs
Engagements start with a coffee, not a contract.
If something here maps to a decision you're weighing, book a conversation or write directly. Replies come from the practitioner.