Better Decisions Through Connected Insights

Who are we?

CMCL helps decision makers understand the world around them. Bad insights lead to bad outcomes, and too often we see silos and complexity holding organisations back. We believe everyone should be able to make informed decisions.

Our vision is not just to solve the problem you have, but the problems you’ve dismissed as too hard.

We make the hard problems easy!

We connect people, knowledge and domains.

By delivering semantic interoperability, we ensure everyone and everything is on the same page. Query seamlessly across formats, departments, and even entire sectors.

We improve decision-making through insights and interoperability.

At CMCL we see the physical world as highly interconnected. Decisions made in one area rarely exist within their domain, and often have far-reaching consequences which cascade between and across sectors. However, these are rarely accounted for, and thus poor decisions and negative externalities are common. CMCL helps to deliver beyond connected digital twins, allowing challenge-owners to imagine scenarios, and to use those insights to inform real-world actions.

Our research on The World Avatarâ„¢ forms the basis of our mission to solve problems by enabling interoperability. By breaking down data silos, challenge owners are able to access the right data at the right time, allowing them to make better-informed, more holistic decisions both within and across sectors.

Our solutions work agnostically across sectors and technologies.

Our work is format, software and industry-agnostic. Our solutions sit on top of existing data stores and pipelines, allowing organisations to continue operating with minimal disruption. As leaders in cross-sector insights, we do not limit ourselves to any domains. However, we have recent expertise in these areas.

Energy

Resilience

Transport

Environment

Chemicals

Digitalisation

Smart Cities

Waste

We drive cutting edge research.

CMCL was spun out from the University of Cambridge, and we have retained our drive for innovation. Our software has been used to make advances in the fields of smart city planning, combustion dynamics, climate resilience, energy systems and more. Explore our work via the links below, and feel free to contact us to discuss opportunities to support your work.

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