The Maana Computational Knowledge Graph™
The core of the Maana Knowledge Platform™ is the patented Computational Maana Knowledge Graph™. Unlike traditional “semantic” systems, the Computational Knowledge Graph does not rely exclusively on ontologies and description logics. Instead, the Maana Knowledge Graph separates the structure of data from the content itself. This separation enables a fluidity of modeling, allowing data from any source and in any format to be seamlessly integrated, modeled, searched, analyzed, operationalized and re-purposed.
Each resulting model is a unique combination of three key components – subject-matter expertise, relevant data from silos, and the right algorithm – all of which are instrumental in optimizing operations and decision flows.
The first of its kind, the Maana Knowledge Graph is also dynamic, which means that it can represent conceptual and computational models. In addition, it can be used to perform complex transformations and calculations at interactive speeds, making it a game-changing technology for agile development of AI-driven knowledge applications.
Subject-matter experts can encode their expertise and customize the Maana Computational Knowledge Graph with domain data to create the enterprise digital knowledge layer. Users can search and visually explore the graph, to answer complex questions and create AI-driven knowledge applications that optimize operations.
A Self-service and Highly-Intuitive User Experience
The Maana Knowledge Portal enables subject-matter-experts to build, enrich, search and visually explore the Maana Computational Knowledge Graph™. Relationships and interdependencies between concepts such as equipment, people and activities can be defined and examined in the portal. The Portal also provides an environment for subject-matter experts to collaborate with data scientists to rapidly develop the digital knowledge layer of the enterprise in weeks, instead of months or years.
The Maana Knowledge Portal enables users to:
- Create and query the knowledge graph
- Hydrate domain concepts with data
- Trigger bots to enrich the knowledge graph with dynamic links
- Create and bring services to add to the graph
- Orchestrate services using Maana endpoints
Bots Assist Subject-Matter Experts to Create & Derive Value From Knowledge
Maana bots enable subject-matter experts to build AI-driven knowledge applications by automating many of the tasks of building machine learning models. Bots can perform automatic event-driven actions or notify other bots or users to take certain actions. Some Maana bots build knowledge by assisting users to create the graph and other bots help users derive value from knowledge.
Build Knowledge and Create the Graph
- Capture expert knowledge
- Integrate data into graph
- Extract and add knowledge
Derive Value From Knowledge
- Automate building machine learning models
- Extract complex knowledge from data
- Reason over knowledge