ENSEMBLEIndustrial intelligence
Industrial AI / Operational intelligence

The operational
intelligence layer
for industrial assets

We build AI software that connects fragmented asset data, engineering knowledge and operational history; making it useful throughout the asset lifecycle.

ASSET / 0217HISTORYCONDITIONENGINEERINGWORK ORDERRISKFIG 01 / ASSET INTELLIGENCE TOPOLOGYN 06 / E 12
Already in practice

Working with major industrial organisations across capital projects, operational readiness, maintenance, spare parts and production planning.

01 / The bigger picture

Built around the asset
For the long run

Industrial assets can stay in service for decades. The information needed to understand them is spread across systems, documents and people, and changes continuously throughout their lives. Our platform is designed to keep that knowledge connected from acquisition through operation, maintenance and eventual renewal or retirement.

What should we learn before bringing this asset into service?

Bring operational learning from existing assets into specifications, capital projects, commissioning and handover.

What we learn from one asset should inform the next.

02 / Operational intelligence in practice

a spare part,
a lot of missing context

A part can have different names in different systems, with no clear description on the shelf. Our software cleans up those records, extracts technical details and helps teams identify what they have.

From a description to useful detail
Original description

BRG SKF 6205-2RS1

A short stock description, with a manufacturer and part number to build on.

Ensemble / proposed details
Part type
Deep-groove ball bearing
Inner diameter
25 mm
Manufacturer
SKF
Part number
6205-2RS1
Outer diameter
52 mm
Width
15 mm

More than a name in a spreadsheet.
Technical details brought together for the team to review.

Useful details added. Missing information made visible. Manufacturer specifications →Illustrative example, not customer data.

AI does the groundwork. People review the result.Original information stays available, and teams can check proposed details and add what they know.

03 / How we fit

Built with the people
who use it

The best starting point is the place where the work happens. We spend a few days on site with the people who operate and maintain industrial equipment, learning what their records and their day-to-day work actually look like.

One team, from understanding to building.

Our product engineers combine product management, software development and design. The people who see the problem first-hand are the people who build the software, then refine it with the teams using it.

Add intelligence. Keep the systems you rely on.

SAP and other enterprise platforms remain the systems of record. Our platform connects the data, documents and operational knowledge around them, making that information more useful for the people responsible for each asset.

How we work / with industrial teams
01 / On site

Understand the work

A few days alongside the people using the equipment and its records.

02 / Product engineering

Build the software

Product judgement, design and engineering in the same hands.

03 / In use

Learn and improve

Review the results with users and bring what we learn into the product.

Throughout: your existing enterprise and maintenance systems remain in place.
04/ In the real world

Built with industry,
Not remotely

We are already working with major industrial organisations across manufacturing and process industries.

01Food & beverage companyProcess industryANON / R-01
02Major European paper millPulp & paperANON / R-02
03Global Industrial environmental servicesEnvironmental servicesANON / R-03
04Global spirits companyProcess / consumer productionANON / R-04
05 / The people building it

Software builders,
Industrial experience

We bring together experience in enterprise technology, industrial operations and product engineering. Our team spans London and beyond, supported by senior industry experts across manufacturing, reliability and asset management.

Our Core Team

we are also supported by wonderful industry experts and junior team members

Pontus Noren

CEO

Former Cloudreach Founder and CEO, acquired by Blackstone.

Richard Wadsworth

COO

Contino co-founder. Led transformation programmes in highly regulated industries worldwide.

Howard Glynn

Architect

Former PwC Director and Cloudreach global Solutions Architect lead. Multi-cloud engineer.

Adrien Larere

Product Engineer

8 years in software product management, 2 years building AI solutions, 3x hackathon winner.

Freddie Gower Isaac

Product Engineer

Masters in Geospatial data science, previous work in energy data analytics.

Richard Jeffers

Advisor
Manufacturing & Reliability

Former Heineken UK Engineering Director and RS Industria founder. Reliability leader.

Jeff Wilkinson

Advisor
Manufacturing & Reliability

Former operations and engineering leader at PepsiCo, Heineken and Warburtons.

Small team. Substantial responsibility.

We’re looking for builders who want to work on very physical problems.