Independent thinking. Applied intelligence.
Intelligence.
Engineered
for the real world.
AI and connected systems for medtech, manufacturing and ambitious teams. From the factory floor to the decisions that move you forward.
Start with the real world.
Bring signals from existing equipment, documents and business systems into a shared context.
ReliabilityTraceabilityHuman judgment
01 / Factory 4.0 & connected industry
Your factory has a story.
Connect the dots.
From legacy equipment to a Unified Namespace. Turn disconnected signals into a shared foundation for operations, insight and the next useful application of AI.
Give the data a common language.
A Unified Namespace (UNS) organises published data around the business: site, area, line, asset. It gives connected applications a shared context instead of another set of isolated integrations.
02 / Selected work
Complex systems.
Practical progress.
A look at the engineering behind the work. Client and product names are kept private.
Industrial systems
Giving the factory floor a common language.
Connecting legacy machinery to a Unified Namespace, with real-time dashboards that put production data in front of the people who need it.
Inside the workMedtech operations
Connecting product risk to people’s training.
A system linking product risk management and training records, helping quality teams follow the relationship between products, risks and competence.
Inside the workEnterprise AI
Bringing AI into the systems teams actually use.
Microsoft Copilot integration beyond M365, with enterprise identity, structured data access and evaluation of where human review is needed.
Inside the work03 / The practice
One engineering mindset.
Many real-world applications.
Medtech AI
Engineering for environments where reliability, traceability and human judgment shape every decision.
Devices. Manufacturing. Connected operations.AI engineering
Find the useful application. Test the assumptions. Build the system that survives contact with the real world.
Web & product
Thoughtful digital products, from the first interaction to the systems that keep them running.
Sports technology
Better tools for the people behind the game. Membership, operations and insight, working together.
Mobile development
Useful, responsive applications that travel with your users, including where the connection doesn’t.
Research & development
A place for the next idea. Explore emerging technology, build a prototype and find out what deserves to go further.
- 01
Understand the conditions.
The people, the data, the constraints. Start there, before choosing the technology.
- 02
Build the evidence.
Test assumptions early. Make trade-offs visible. Keep human judgment in the loop.
- 03
Leave something that lasts.
Working software, clear documentation and a team that can own what comes next.
From the notebook
Engineering / 29 May 2026
What the factory floor teaches you.
Real production data holds up a mirror. Notes on connecting legacy manufacturing, and the questions that become possible afterwards.
Read the essayResearch & development
Make room
for what’s next.
An idea is a good starting point.
An experiment is a useful next step.
Emerging technology, cognitive architectures, new connections between systems. We help turn an open question into a prototype, a set of findings and a clearer direction.
Exploratory work. Clear hypotheses. Honest limitations.
The next useful thing starts here
What needs to work better?
Bring the challenge, the constraints, the question you haven’t quite answered. That’s a good place to start.