R² Labs — The AI commercialisation lab

We design how organisations work with AI.

Each engagement leaves a transformation blueprint — drawn from a proven method, a working suite of solutions, and the interaction layers we invent. Automation where it pays. Augmentation where it matters.

Intake · Form 01Ready
or pull your world from the files
What we deliverEntries I–VI
96.7%RAG accuracy, citations shown in the source PDFMajor insurance provider70%efficiency gain, measured inside two weeksDigital product agency15,000/mopatients triaged by an expert voice agentSpecialist eye hospital1 weekto a working prototype against league-grade stacksPremier League club25%compliance overhead, reducedMajor insurance providerZerowearable sensors — vision alone carries the modelPremier League club

Six figures, four engagements — the files are kept in selected work

What we are

Not a consultancy.
A commercialisation lab.

From research to revenue

com·mer·cial·i·sa·tion lab

/ noun /

  1. a deep partnership with industry leaders, co-creating bespoke AI systems that hold a lasting competitive edge.
  2. the room between research and revenue, where instruments become operations.

see also: consultancy, n. — what this is not

the full story, in eight acts →

What we invent

Most AI arrives as a blank page.

An empty box, infinite options — and the person in front of it stalls. The model was never the obstacle; the first move was.

The interaction layers we invent carry their user instead: every step proposes the next few moves, and anything within the bounds stays reachable. A discipline we named constrained agency.

Interaction bench · two settings
Blank pageGuided path
Fig. 04The agency switchevery path carved, every destination reachable
The practice

Three rooms,
Three ways to work,
One lab.

No. 1TransformWe embed in your operation and redraw its workflows around AI — engagements that end in a working blueprint, not a slide deck.70% efficiency, inside two weeks
No. 2BuildThe working suite the blueprints draw on — five instruments, each grown out of an engagement and kept in production.PlanndLeaderLabGateSalesLabBeena
No. 3ExploreThe open bench — where we stress the boundaries of vision, voice, and interaction before they reach an engagement.experiments, running live
Selected work

Four problems, four blueprints.

all four, in detail →
Plate IDigital product agencyAgentic engineering ecosystem“Twelve-hour hackathons, two weeks, zero margin for a broken build.”70%efficiency gain2 wksduration
Plate IIMajor insurance providerIntelligent enterprise architecture“Endless discovery meetings, the operational essence buried in PDFs.”96.7%RAG accuracy25%compliance overhead, cut
Plate IIIPremier League clubPredictive biomechanics engine“One week to match the tech stacks of Liverpool and Arsenal.”1 wkto prototype0wearable sensors
Plate IVSpecialist eye hospitalContext-aware voice triage“A triage queue that outgrew the people reading it.”15,000patients / month70doctors served
The method

Diagnose. Design. Deploy.

Every engagement runs the same drawing: immersion to find the true friction, co-design with your team until insight becomes interface, and a deployment your people operate — measured in weeks, not quarters.

Transformation blueprintSheet 1 / 1
No. 1Diagnosedeep immersion; find the true points of friction
No. 2Designinsights become interfaces, with your team, in weeks
No. 3Deploymore than code: a system your team operates

R² Labs — commercialisation lab

Drawn: R² · Checked: your team · Scale: weeks, not quarters

Rev.

B

Proven in the field
Fig. 07The blueprintone sheet per engagement, revised with your team
Workflow report — draftp. 1/3
AUTOMATEAUGMENT

13.5 hrs/wk

recoverable, this role

Invoice triage6.5 hrs/wkAUTOMATE
Client kick-off calls4 hrs/wkAUGMENT
Weekly status reports3 hrs/wkAUTOMATE

Tactic 01

Route inbound invoices through an extraction model; your team only reviews the 8% it flags.

Yours in ~2 min
Fig. 08The workflow reportthe automate–augment calls, already made
The first artifact

The first page of your blueprint.

A couple of questions. A report with the automate–augment calls already made. Free, no login.

A guided path, not a blank page — sixty seconds from what you do to what it's worth.

The door

Every blueprint begins with a conversation.

Deep partnerships. Bespoke systems. A lasting edge. Bring the workflow you know best, and we'll bring the drawing instruments.

or run the sixty-second wizard →