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Industrial DataOps software provides the governed data layer that connects OT and IT environments across industrial operations. These solutions collect, standardise, contextualise and orchestrate data from edge devices, sensors, equipment and control systems through to analytics platforms, AI workloads and enterprise applications. Built around open protocols, unified naming conventions and reusable data pipelines, they make operational data easier to access, trust, govern and scale across sites.
Industrial DataOps solutions solve problems caused by fragmented OT and IT data, inconsistent naming, brittle point-to-point integrations, poor data context and slow delivery of usable operational data to analytics or AI teams. They reduce integration effort, improve data quality, govern data flows and support real-time and historical analytics. By creating trusted, reusable data products, they also improve collaboration between operations, engineering, IT and data teams.
Robin Sureda-Tasis leads Verdantix research in this category. Speak to them for independent guidance on current coverage and the right shortlist for your requirements.
Speak to Robin Sureda-Tasis10 solutions tracked
10 solutions shown

by ABB
A modular industrial analytics and AI suite designed to collect, contextualise and analyse data from across operations.

by AspenTech
AspenTech Inmation is a data integration and management platform that connects shop floor operations to enterprise and c

by AVEVA
AVEVA CONNECT is a DataOps solution that aggregates, contextualizes and shares data securely and at scale, streamlining

by IBM
Maximo Application Suite (MAS) is an integrated, cloud-based enterprise platform that enables organizations to create an

by Cognite
Cognite Data Fusion (CDF) is an industrial data platform that collects, contextualises and makes operational data access

by HighByte
HighByte Intelligence Hub is an edge-native, no-code DataOps and industrial data management solution that securely colle

by Litmus Automation
Litmus Edge is a DataOps solution that turns fragmented industrial data into a repeatable system for deploying AI across

by Palantir
Palantir Foundry is an ontology-powered DataOps and industrial data management solution that activates data and analytic

by Symphony AI Group
SymphonyAI IRIS is an AI‑powered industrial platform that provides predictive maintenance, process optimisation and oper

by Hitachi Vantara
Lumada DataOps is a DataOps solution that enables enterprise-wide industrial and operations data management from edge to