IBM Watson Knowledge Catalog Alternatives (January 2026)

IBM InfoSphere Information Governance Catalog can help you turn your data into trusted, meaningful information.

IBM InfoSphere Master Data Management is master data management software to consolidate and govern business data. It is available for self-hosting, as managed SaaS, and in IBM Cloud Pak for Data.

IBM Watson Discovery is an API to search and answer questions about business documents using custom NLP and Large Language Models from IBM Research. It is available as SaaS or for self-hosting within IBM Cloud Pak for Data.

IBM Datacap is software for the automation of document capture, recognition, classification, and processing. Datacap is available as SaaS, for self-hosting and within IBM Cloud Pak for Business Automation.

IBM Watson Studio is an IDE to build, run and manage AI models. It is available as SaaS or for self-hosting as part of IBM Cloud Pak for Data.

IBM Cloud Pak for Data is a modular set of integrated software components for data analysis, organization and management.

IBM Databand is observability software for data pipelines and warehouses. It automatically collects metadata to build historical baselines, detect anomalies and triage alerts to remediate data quality issues.

IBM Maximo Application Suite is a set of applications for asset monitoring, management, predictive maintenance and reliability planning. It’s available as managed SaaS or deployable in any Red Hat OpenShift environment.

IBM Netezza Performance Server is a data warehouse for demanding hybrid-cloud environments available as SaaS and for self-hosting through IBM Cloud Pak for Data System.