L37
Healthcare Physical AI consulting hero image

CONSULTING SERVICES · PHYSICAL AI

Build Physical AI with the team that builds it for a living

Digital twins, simulation-ready assets, robot training and validation. We help hospitals, clinics, equipment makers and robotics teams bring Physical AI safely from idea to the ward.

THE GAP

Everyone has a Physical AI strategy. Few have deployed one

Bringing robots and digital twins into a clinical environment is a new discipline. The usual routes fall short.

/01

Slide decks don’t deploy robots

Generalist consultancies offer broad Physical AI practices built for factories and warehouses, not for wards, patients and clinical workflows.

/02

The team you need barely exists

Simulation engineers who also understand hospitals, clinical integration and healthcare compliance. Hiring that capability takes years.

/03

Learning alone is slow and risky

Building in-house means paying for every mistake yourself, and next to patients, mistakes carry more than budget risk.

WHAT WE DO

Six practices. One lifecycle.

From first assessment to a validated deployment, every stage of Physical AI in healthcare is covered by one team.

Hospital digital twin design & build

From building capture to a physics-accurate, simulation-ready twin of your facility, the foundation for everything that follows.

Simulation-ready asset production

Your equipment converted into certified, physics-accurate assets that run in every leading Physical AI stack.

Robot training & validation

Robots trained in the twin and validated against reality before they operate next to patients, with auditable evidence.

Strategy & architecture advisory

Readiness assessment, technology selection, business case and roadmap from practitioners, not theorists.

Training & capability building

From executive briefings to hands-on engineering programmes that leave your team able to run the stack themselves.

OEM asset programmes

For equipment makers: your catalogue converted, certified and distributed to the teams building hospital digital twins.

THE KNOWLEDGE LAYER

One clinical-operational brain behind every engagement

A digital twin without meaning is just geometry. Every L37 engagement is built on a clinical knowledge layer, a knowledge graph connecting equipment, rooms, robots and workflows, so what we deliver is queryable, auditable and ready for clinical AI, not a one-off model.

Knowledge layer mapping facility twin, equipment assets, robot behaviours and clinical workflows to evidence, decision support and robotics

HOW WE WORK

From first conversation to a running capability, in four steps

/01

Assess

Where Physical AI pays off first in your organisation, and what it takes to get there.

/02

Design

Architecture, scope, compliance envelope and evidence plan agreed before we build.

/03

Build

Twin, assets, training, validation, delivered by one accountable team.

/04

Transfer

Your people upskilled, with support that fits how you want to run it.

WHY L37

Advice from the people who do the work

Practitioners, not observers

We build and operate our own hospital digital twins, asset platform and clinical robots. Your engagement draws on that experience daily.

Healthcare-native

Regulated clinical environments are our only market. Workflows, compliance and patient safety are the starting point, not an adaptation.

Ontology-led

A shared clinical knowledge layer makes every deliverable queryable, reusable and machine-readable, not another PDF on a shelf.

Evidence built in

Structured validation and documentation designed to support your regulatory and governance work, never to overstate it.

ENGAGEMENT MODELS

Three ways to work with us

Scoped to where you are, from a first assessment to an embedded partnership. No rate card on this page, every engagement is scoped with you.

Project

Defined scope, fixed outcome

Physical AI readiness assessment

Hospital digital twin build

Equipment asset production

Robot validation programme

Scope a project

Specialists

POPULAR

Your team, extended

Simulation & twin engineers

Robot training experts

Clinical integration architects

Flexible weekly or monthly blocks

Add specialists

Partnership

Retained, embedded, continuous

Ongoing strategic advisory

Embedded delivery team

Priority access to the L37 platform

Quarterly executive reviews

Discuss a partnership

TRUST BY DESIGN

Compliance and trust, built in

HIPAA, HDS and GDPR controls, audit trails and consent management are part of the platform from day one, not bolted on. Local legal entities let us meet each market's data and sovereignty requirements.

On-region data

Your data stays in your region, under your ownership.

HIPAA · GDPR · HDS

Compliance controls and agreements as standard, per market.

Human-in-the-loop

Staff review and consent-based design in every workflow we touch.

Audit-ready evidence

Every deliverable ships with structured, signed documentation.

GET IN TOUCH

Ready to put Physical AI to work in your organisation?

Tell us where you are — an idea, a building, a robot programme. We'll walk you through what a first engagement looks like, and what it would deliver.

Book a discovery call