Cool Companies in Cognitive Computing 2021

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Cambridge Semantics   
Cambridge Semantics’ Anzo is at the intersection of knowledge graphs and AI, both enabling and using AI techniques through its innovative use of semantics and graph to address highly complex data modeling, blending, and analytic challenges. Anzo includes a wide variety of built-in machine learning capabilities to analyze data natively in the knowledge graph and in connected environments.

CloudFabrix, an AIOps software vendor, recently made upgrades to its AIOps and Observability platforms, accelerating AIOps adoption by filling IT visibility gaps, simplifying and automating data preparation and integrations, eliminating re-tooling and by driving business/IT outcomes.

Provider of an AI and machine learning platforms, Dataiku supports agility in organizations’ data efforts via collaborative, elastic, and responsible AI, all at enterprise scale, and is used by hundreds of companies to underpin their essential business operations and ensure they stay relevant in a changing world, including models driving fraud detection, customer churn prevention, predictive maintenance, supply chain optimization, and much more.

DataRobot’s enterprise augmented intelligence platform aims to?democratize data science with end-to-end automation for building, deploying, and managing machine learning models, while maximizing business value by delivering AI at scale and continuously optimizing performance over time.

Based in Montreal, Canada, Deeplite is an AI software company dedicated to enabling AI for everyday life. Deeplite uses AI to automatically make other AI models faster, smaller and more energy-efficient creating highly compact, high-performance deep neural networks for deployment on edge devices such as cameras, sensors, drones, phones, and vehicles.

dotData offers an automated data science platform that accelerates ROI and lowers the total cost of model development by automating the entire data science process that is at the heart of AI/ML. dotData ingests raw business data and uses an AI-based engine to automatically discover meaningful patterns and build ML-ready feature tables from relational, transactional, temporal, geo-locational, and text data.

Earley Information Science
Led by CEO Seth Earley, author of The AI-Powered Enterprise: Harness the Power of Ontologies to Make Your Business Smarter, Faster and More Profitable, Earley Information Science is a professional services firm focused on structuring and organizing data to make it more findable, usable, and valuable.

Fiddler AI
Fiddler's mission is to enable businesses of all sizes to unlock the AI black box and deliver transparent AI experiences to end users.Providing a next-generation ML model performance management solution, Fiddler enables data science and technical teams to monitor, explain, and analyze their AI solutions, providing responsible and reliable experiences to business stakeholders and customers.

An early innovator in AI and supplier of semantic graph database technology with expert knowledge in developing and deploying knowledge graph solutions, Franz offers AllegroGraph, a horizontally scalable, high-performance, and transactional semantic graph database, and Allegro CL, which provides a Lisp programming environment to create complex, mission-critical applications.

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