The Improbability Company home page
Search by The Improbability Company

Melvin Labs

Melvin Labs is where we turn imagination into something you can touch, test, and ship.

It’s our experimental arm — the place where rapid prototyping, agentic AI workflows, and bold ideas collide to create products that solve real problems or unlock entirely new opportunities that didn’t exist the day before.

This is the home of experiments, impossible ideas, and zero-to-PMF journeys.

Building the future at extreme speed

At Melvin Labs, we work with agents, knowledge bases, fast iteration cycles, and 24/7 AI-driven development loops. Our prototypes evolve continuously: design → architecture → validation → refinement — often overnight.

We support partners by:

  • creating AI-first briefs and workflows,
  • testing product hypotheses at high velocity,
  • building agentic systems that learn and improve,
  • reducing development cycles from months to days,
  • experimenting safely before touching production systems.

Our engineering teams push the boundaries of what can be built with AI — and how fast.

As part of the Google Cloud Startup Program, we leverage cutting-edge AI infrastructure, tooling, and models that would normally be complex and expensive for early-stage teams. We treat your idea like it’s one of ours.

From idea → prototype → PMF

Melvin Labs is for ideas that aren’t ready to be “real” until you see them alive on screen — the kind of ideas that can’t be explained in a pitch deck, only demonstrated.

Once the prototype is ready, we help:

  • validate the opportunity,
  • refine the product direction,
  • prepare a go-to-market path,
  • introduce founders to venture and private capital networks across APAC.

We don’t guarantee investment — but we put partners in the right rooms, with the right people, at the right time.

A dedicated team for your improbable idea

Melvin Labs provides:

AI-first product design support
Guided rapid experimentation
Dedicated engineers and data specialists
Business and operational advisory
Access to T.I.C.’s Asia–Pacific network
Landing pathways in Singapore, Vietnam, and other ASEAN economies

We nurture teams, help shape culture, and support founders as they turn intuition into something that works — and then scale it.

Melvin Labs is a playful, driven environment built on curiosity and a growth mindset. We partner with people who dare to imagine something different and want a team capable of bringing it to life.

Selected Work

VoltaRocks + 42

A full-stack electrification data engine capable of modelling solar, battery, VPP, EV, and home-upgrade scenarios across Australia and Vietnam — built from a Melvin Labs prototype into a ClimateTech venture valued at $10M AUD.

Learn more