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Edge Labs

Frontier R&D, delivered

Edge Labs is our AI-first research and development unit for organisations that need to change. Grounded in a physical robotics lab, it turns frontier capability into targeted deliveries — not decks.
Start the conversationHow it works

One fixed monthly retainer. Delivery scales up only when there's something worth building.

A different kind of unit

For the moves that change the game

Expert Services handles the heavy lifting of building and running systems. Labs exists for the few interventions that meaningfully shift your numbers.

  • AI-first, frontier-leaning

    Labs works at the edge of what AI can do today and watches what it will do next. Everything we recommend is something we've built and tested ourselves.

  • Rooted in a robotics lab

    Real hardware, real sensors, real-world constraints. Robotics forces frontier AI to work outside the demo.

  • Built for change

    One outcome: targeted, game-changing deliveries. Not incremental optimisation, and not a backlog of maybes.

The base engagement

One fixed retainer. Three things you can count on.

A predictable cadence and outputs designed to be acted on, not filed.

  • A monthly industry report

    Frontier AI and robotics developments, decoded for your industry: what moved, what it means for you and what to do about it — written by the people building with it.

  • Ad-hoc product recommendations

    When we spot an opening — a capability, a cost curve, a competitor blind spot — you hear straight away, with a specific, scoped recommendation.

  • Delivery, when you want it

    Every recommendation comes with a path to real. Labs prototypes, builds and ships it — from proof of concept on lab hardware to production.

The Lab

Research with its sleeves rolled up

Frontier AI is easy to talk about and hard to make work in the real world. Robotics forces the two together, which keeps our advice honest — and means the delivery team has already made it run.
  • Robotics and AI tested on real hardware
  • Prototypes before proposals — we recommend what we've proven
  • Frontier models applied to physical and digital problems
  • Backed by the Edge platform for anything that needs to scale
Team, insight to delivery
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Slideware-only engagements
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How an engagement works

A retainer sets the cadence

Delivery scales up only when there's something worth building.
  1. 01

    Immersion

    We get inside your industry and your organisation: where the value sits, where the friction is, and where frontier capability could change the game.
  2. 02

    The monthly report

    The retainer delivers an industry-specific report every month — frontier developments, competitive signals and concrete implications for you.
  3. 03

    Recommendations

    As opportunities surface, we send targeted recommendations — each scoped, justified and designed to move your numbers, not your slide count.
  4. 04

    Delivery

    Choose what to pursue and Labs delivers it: prototyped in the robotics lab where hardware is involved, engineered to production quality throughout.

Labs or Expert Services?

They work best together

Labs finds and proves the game-changing move. Expert Services carries the day-to-day engineering around it.

Edge Labs

Frontier R&D
  • Targeted, game-changing deliveries
  • Monthly industry-specific frontier report
  • Needle-moving product recommendations
  • Grounded in robotics and frontier AI
Talk to Edge Labs

Expert Services

Heavy lifting
  • On-demand senior development teams
  • Business-as-usual engineering and delivery
  • Project, retainer or dedicated-team models
  • Published day rates, no recruitment fees
Explore Expert Services

Case study · Food & health

Peri Happy

Labs as a rapid R&D partner on an AI product

Peri Happy runs its whole stack on Edge with a tiny team and no dedicated ops. Edge Labs works alongside them, prototyping and shipping improvements to the AI planner that builds personalised weekly menus.

Read the case study
Peri Happy on EdgeIn production
Ops headcount0
Recipes served552
Weekly readers15k
R&D partnerEdge Labs
ProductsCDN · Compute · DNS · Storage · Shield

Bring the frontier to your industry

Tell us about your organisation and the change you're after. We'll come back with how a Labs retainer would work for you — and what the first report would cover.

Talk to Edge LabsExplore Expert Services

No commitment — just a conversation about where Labs could help.