Kiwi Dynamics
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Prototype and pilot AI with your R&D team

Innovation and R&D teams inside larger organisations know where AI could help but rarely have the room to build it. We partner as your delivery hands, taking an idea from a working prototype to a monitored pilot fast, so you can prove value and decide with evidence instead of a slide deck.

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A better AI tool for R&D teams, built around how you work.

Off-the-shelf software is built for the average product team. We build a tool around how yours actually works, as a web, iOS and Android app, on our own post-trained models where they fit.

  • A working prototype in weeks

    Your 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 harness

    Test 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 assistant

    Past experiments, reports and decisions made searchable in plain language, with every answer pointing back to the source document.

Runs alongside the software you have today, like Jira and Notion, or takes its place when that suits you better.

Talk to us about your tool How we build apps Software for R&D teams

Everything included,
nothing bolted on.

Every build starts with a fixed-scope conversation, no surprise line items after the fact.

  • 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
  • Knowledge transfer to internal teams
  • A clear path from pilot to production

The build itself, not a proof of concept.

  • Rapid prototyping

    A real, working prototype against your actual data in weeks, so stakeholders can use the thing and react to it rather than argue over a concept.

  • Pilot delivery

    We stand up a scoped pilot with real users, wired into your systems and measured against clear success metrics agreed up front.

  • Evaluation and evidence

    Every pilot ships with evaluation baked in, so you get honest numbers on quality, cost and time saved to take to your steering group.

  • Handover and scale

    When a pilot earns its place we document it, transfer it to your team or run it on, so a win becomes production instead of a shelved demo.

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FAQ

A real, working prototype against your actual data, built in weeks rather than months, so your stakeholders can react to something they can use instead of a slide deck or a concept.

Innovation and R&D teams who know where AI could help but do not have the delivery capacity to build it themselves. We act as your delivery hands on a scoped idea.

Every pilot ships with evaluation baked in from the start, measured against clear success metrics agreed up front, so you get honest numbers on quality, cost and time saved to take to your steering group.

It gets killed cheaply rather than dragged on. The evaluation is honest, so a pilot that does not prove out gets identified early instead of quietly becoming a shelved demo.

Interested in solving your problems with innovation?

Tell us what you are trying to do and we will reply with how we would build it, no obligation.

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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.

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