Solutions

CMCL’s solutions centre around delivering novel capabilities to our end users:

Break down silos and utilise semantic knowledge graphs to unlock the power of your organisation’s data.

Reveal insights through analytics and visualisation to better understand the landscape you operate in.

Explore parallel-world scenarios to safely predict and explore the real-world impacts of changes and decisions.

Utilise data-supported decision intelligence to discover and implement value-adding changes in the physical world.

Explore these features and their dedicated pages through the links, or read short summaries below.

Our Offerings

CMCL works closely with challenge owners to understand their needs, rapidly moving from technical services to value generation.

Connect

Build common data models, capturing your operations in a reusable and interoperable manner.

Consistently represent any concepts, relationships, data and knowledge.

Query

Represent complex systems of systems with our ‘sit-on-top’ knowledge graphs, then query with ease.

Collaborate and discover both within and across sectors and organisations.

Imagine

Combine knowledge graphs with computational agents to build connected digital twins.

Explore ‘what-if’ scenarios to improve real-world decision making.

Control

Combine virtual insights with live data from IoT sensors, APIs, open datasets, software, models and more.

Leverage autonomous agents to control and optimise real-world operations.

We work closely with clients to best understand their needs, and utilise our years of experience to support organisations at all stages of their digitalisation journeys.

Our solutions agnostically sit on top of existing databases, data pipelines and third-party software. Minimise downtime, onboarding and disruption and continue Business-As-Usual operation in the background whilst receiving the benefits of interoperability.

In addition to our software solutions, we also offer a range of services to public and private sector organisations:

Training

In addition, we are able to support users looking to learn about semantic technologies, knowledge graphs, digital twins and scenario analysis. CMCL offers comprehensive training to support customers of our Software Suite.

Consulting

With strong technical expertise and cross-domain experience, CMCL offers a wide range of consulting services to the industry, governments and academia, worldwide. In performing these services, we are committed to meet customer requirements for on-time and on-budget delivery.

Research

CMCL has a strong history of leading, delivering and supporting collaborative R&D projects. Read some of our peer-reviewed publications here.

If you wish to know more about how we could support you and/or your organisation, contact us today.