u.lab

An innovation and experimentation lab.

We help organizations, governments and entrepreneurs understand problems, test ideas and build practical solutions.

When the answer isn't obvious, we research the problem, explore the options and test what works.

Problem01Research02Experiment03Evidence04Decision05

Problem → Research → Experiment → Evidence → Decision

Why we exist

Some problems need more than advice.

A government department wants to improve a public service. A company wants to know whether AI can actually improve its operations. A founder has an idea but doesn't know whether customers will use it. An institution wants to digitise a process but doesn't know where to start.

These problems don't always need another report or presentation. Sometimes they need someone to investigate the problem, build something and test it.

That's where u.lab comes in.

Start a Conversation →

Working with institutions

How we handle your problem, your people and your data.

Public institutions and large organisations need to know how an outside team will work before they share anything. These are the terms we start from.

Request a briefing →
01

Confidential by default

The problems you bring us stay between us. We agree what can be shared, with whom, before any work begins.

02

Defined scope and ownership

Every engagement starts with a written scope: the question, the experiment, who owns the outputs and when it ends.

03

Minimal data, clear access

We only ask for the data an experiment needs, and agree in advance who on our side can see it.

04

Your compliance requirements

Procurement, security or data-handling rules you operate under are built into the engagement plan from day one.

05

Documented evidence

Findings are written up so they can be reviewed, audited internally and defended in front of decision-makers.

06

Decision, not dependency

We hand over what we learned so your team can decide — build, change or stop — without being locked in to us.

Programmes & Labs

Programmes & Labs

Sometimes the best way to solve a difficult problem is to bring people together, test ideas and learn by doing. u.lab designs and delivers practical programmes and experimentation labs for organizations, governments, entrepreneurs and institutions — combining research, strategy, experimentation and building to help people move from ideas to evidence and action.

u.lab doesn't sell one-size-fits-all solutions. We design programmes around the problem, the people involved and the evidence needed to make a better decision.

  1. Problem
  2. Research
  3. Strategy
  4. Experiment
  5. Build
  6. Evidence
  7. Scale
01

Entrepreneurship & Venture Building

Helping founders move from an idea to evidence a venture is worth building.

  • Customer discovery
  • Problem validation
  • Business model design
  • Market research
  • Go-to-market strategy
  • Prototyping
  • Venture experimentation
02

AI & Emerging Technology

Finding where AI and new technology can genuinely help, and testing it safely.

  • AI strategy
  • Opportunity discovery
  • AI experimentation
  • Emerging tech intelligence
  • Adoption workshops
  • Future-of-work exploration
  • Responsible tech experimentation
03

Innovation Labs & Challenges

Structured formats that bring people together to solve a defined problem.

  • Innovation challenges
  • Design sprints
  • Problem-solving labs
  • Rapid experimentation
  • Prototyping
  • Pilot programmes
  • Innovation competitions
04

Public Sector Innovation

Practical experimentation for better public services and policy.

  • Public service innovation
  • Digital transformation
  • Policy experimentation
  • Government AI exploration
  • Service redesign
  • Future scenarios
  • Capacity building
05

Ecosystem & Train-the-Trainer

Building the people and institutions that can run this work themselves.

  • Facilitator training
  • Programme design
  • Curriculum development
  • Train-the-trainer
  • Ecosystem mapping
  • Community building
  • Institutional capacity building
06

Defence & Dual-Use

Bringing the technology ecosystem together around the strategic problems shaping defence, security, resilience and critical infrastructure.

  • Innovation challenges
  • Technology demonstrations
  • Startup–government collaboration
  • Defence innovation sprints
  • Pilots & field experiments
  • Technology scouting
  • Cross-sector working groups
Explore the Defence Lab →

Have a programme in mind? We can design it with you, deliver it with you, or help you build the capacity to run it yourself.

Design a Programme →

Use Cases

Use Cases

Illustrative experiment01

Government

Public Service Innovation

A public service is slow and frustrating for the citizens who rely on it. u.lab maps where the process breaks down and pilots a redesigned version at one site to measure whether it works before scaling.

Illustrative experiment02

Corporate

AI Opportunity Discovery

A company knows AI matters but can't tell where it would genuinely help. u.lab researches its operations, identifies the most promising tasks and runs small AI experiments to show what is worth adopting.

Illustrative experiment03

Bank

Innovation Challenge

A bank wants fresh ideas for reaching underserved customers but lacks a structured way to find them. u.lab designs and runs an innovation challenge that sources, tests and prototypes the strongest concepts.

Illustrative experiment04

Startup

Venture Validation

A founder has an idea but no evidence that customers will pay for it. u.lab designs focused customer discovery and low-cost experiments that produce a clear decision to build, change or stop.

Illustrative experiment05

University

Entrepreneurship Programme

A university wants students to build real ventures, not just write business plans. u.lab designs a practical programme around customer discovery, prototyping and experimentation, and trains staff to run it.

Illustrative experiment06

NGO

Programme Innovation

An NGO's programme isn't delivering the impact it expected. u.lab investigates why, then tests alternative approaches with participants so the next version is based on evidence.

The work is the proof

The kinds of questions an experiment can answer

Experiment library →
Illustrative experiment01

AI adoption

"Can AI actually help us?"

What you end up with

A clear understanding of where AI can help, what works and what it would take to implement it.

Illustrative experiment02

Founder validation

"Will people actually use this?"

What you end up with

Evidence to decide whether to build, change or stop.

Illustrative experiment03

Public-sector process

"This government service takes too long."

What you end up with

A tested improvement that can be measured and potentially scaled.

Illustrative experiment04

Emerging technology

"Can this technology work here?"

What you end up with

Evidence about whether the technology is worth pursuing.

Illustrative experiment05

New venture

"We want to launch something new."

What you end up with

Better information before a larger investment is made.

How we work

Understand → Explore → Test → Learn → Build

  1. 01

    Understand

    We start with the problem. What is happening? Who is affected? What do we know? What don't we know?

  2. 02

    Explore

    We research possible approaches, technologies, markets and solutions.

  3. 03

    Test

    We build the smallest useful experiment and put it into the real world.

  4. 04

    Learn

    We look at what happened. What worked? What didn't? What surprised us?

  5. 05

    Build

    We use what we learned to improve the solution, run another experiment or decide that the idea isn't worth pursuing.

"We don't need every experiment to succeed. We need every experiment to produce useful information."
u.lab — test before you scale

Why u.lab

Five commitments we hold to

  • 01

    We start with the problem.

    We don't force every problem into a predetermined solution.

  • 02

    We test before we scale.

    Small experiments can prevent expensive mistakes.

  • 03

    We build when building makes sense.

    Sometimes research is enough. Sometimes you need a prototype.

  • 04

    We work across disciplines.

    Technology, research, business, design and strategy often need to come together.

  • 05

    We care about evidence.

    A good idea is only a hypothesis until it meets reality.

Difficult questions

The questions we find interesting

  • We would map where time is actually lost, then test AI on one narrow task before anyone signs a platform contract.

We don't always know the answer. That's the point. We experiment.

BRING US THE
PROBLEM →

You don't need to have the solution. Start with the problem. Tell us what you're trying to figure out, and we'll help determine what needs to be researched, tested or built. Bring us the problem.