Ontologies

Data is an incredibly powerful asset when utilised correctly. However, many organisations face challenges when attempting to leverage that data to solve operational challenges. CMCL solves common issues via The World Avatar™ 

Traditional Approach

Our Offering

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Data Silos
Data SilosDisparate data storage, across many unknown locations.
Poor or nonexistent accessibility of data.
Lock-In
Lock-InInvestments in proprietary solutions and data formats
resulting in an inability to change and innovate.
Unknown Datasets
Unknown DatasetsA lack of data sharing and communication between
departments hindering innovation and insights.
Inconsistent Terminology
Inconsistent TerminologyDifferent departments using different terms
resulting in poor interoperability

To solve these issues, CMCL leverages ontologies, networks of formal namings and definitions of concepts, properties, and relationships. Applying ontologies allows us to develop a picture of the data across your organisation, and builds bridges between departments through interoperability.

They are easily extensible, and can grow with your business, incorporating new activities, products or even entirely new sectors. Their machine-readable nature allows computers to infer, as humans naturally do.

Streamline

Standardise data across your organisation. Get everyone on the same page, and boost collaboration and productivity.

Connect

Easily capture new data streams, concepts and relationships without needing to overhaul existing data pipelines.

Future-proof

We build format-agnostic data models, able to be extended and modified as your future business needs change.

CMCL has deep experience in ontology development, delivering extensible and comprehensive insights across operations. We are pragmatic in our approach, integrating existing ontologies wherever possible, although we are capable of delivering ground-up development across top, mid and bottom-level ontologies.

To build on the groundwork laid by an ontology, CMCL are able to deploy knowledge graphs across your organisation, capturing the data within your domain and delivering insights and innovation.