AI prototyping, built around how you work.

Custom AI prototyping for New Zealand R&D teams: a web, iOS and Android app built around how your product team runs, on our own post-trained models where they fit.

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Off-the-shelf software is built for the average product team. Project tools track the work, but they cannot tell you whether a model will hold up on your own data, and a slide deck pilot rarely answers that either.

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What we would build for your product team

A working prototype in weeksYour idea built as a real web or mobile app on your own data, so the pilot tests the thing you would actually ship rather than a slide deck.
An evaluation harnessTest sets and scoring built around your use case, so you can see where a model holds up and where it does not before anyone commits budget.
A research knowledge assistantPast experiments, reports and decisions made searchable in plain language, with every answer pointing back to the source document.

What the tool can cover

Your innovation team gets a delivery partner that turns ideas into evidence quickly, so the good bets get proven and scaled and the rest get killed cheaply.

Discovery and use case shortlisting
Working prototypes against real data
Scoped pilots with defined metrics
Integration into existing systems
Evaluation and quality measurement
Cost, risk and feasibility assessment

Alongside the software you run today, or instead of it.

Keep Jira and Notion and connect the new tool to it, or let the tool take its place when that suits you better.

Talk to us about your tool

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How we build it

Every build is scoped and quoted up front.

Questions R&D teams ask

Is this off-the-shelf AI prototyping?

No. We build the tool for your product team, as a web app and an iOS and Android app, so it follows how you work rather than the average product team.

Do we have to stop using Jira and Notion?

No. The tool can run alongside the software you have today and keep both in step, or replace it when that suits you better. We work that out with you first.

What would you build first?

Usually a working prototype on your real data, so the decision to invest is made on evidence.

Where does the AI come in?

Where it saves real effort: reading documents and photos, turning voice into records, drafting paperwork and flagging what needs a person. We use our own post-trained models where they fit, and a person stays in charge of every decision.

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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.