IBM Watson Discovery Alternatives (September 2025)

Watson Natural Language Understanding is an API uses machine learning to extract meaning and metadata from unstructured text data. Is is available as a managed service or for self-hosting.

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 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 Knowledge Catalog is software to manage and curate data, knowledge assets and their relationships. It is available as managed SaaS or within IBM Cloud Pak for Data.

Scale AI workloads, for all your data, anywhere, with watsonx.data.

IBM watsonx Assistant provides customers with fast, consistent and accurate answers across any application, device or channel.

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.

Connect apps, services and data with the IBM Cloud Pak for Integration platform, the most comprehensive integration software solution.

IBM FileNet Content Manager provides low-code tools and capabilities to help create meaningful business applications on any cloud.

Cognos Analytics is your trusted AI co-pilot for smarter analytics and confident decisions.

IBM Cloud Pak for Business Automation is a modular set of integrated software components for operations management and automation.

Cohere provides industry-leading large language models (LLMs) and RAG capabilities tailored to meet the needs of enterprise use cases that solve real-world problems.

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

IBM watsonx Code Assistant is a solution that leverages generative AI to accelerate code generation and increase developer productivity.

Build responsible, transparent and explainable AI workflows with watsonx.governance.

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.

Analyze text with AI using pre-trained API or custom AutoML machine learning models to extract relevant entities, understand sentiment, and more.

For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow.

For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow.

Trusted cloud-based business network to streamline, automate and fully digitize B2B transitions, augmenting the power of EDI with API capabilities.

Automate data extraction, validation & review from unstructured documents with 99% accuracy. Get 10 times more efficient at processing various documents with Docsumo's IDP solution and custom-made APIs.

Custom question answering is a cloud-based Natural Language Processing (NLP) service that easily creates a natural conversational layer over your data. It can be used to find the most appropriate answer for any given natural language input, from your custom project.

IBM Cloud Pak for Network Automation is an AI-powered network automation platform for CSPs to evolve to zero-touch operations and deliver services fast.

Extract data from PDF documents and images in real time. Intelligent Document Processing for your Business Automate data extraction from your business documents with AI. Use it free.

IBM App Connect is application integration software that connects applications and data sources. It features a no-code interface with hundreds of prebuilt connectors, plus the ability to create custom connectors. It can be deployed on-premises, on any cloud, or as a fully managed service on AWS.

Stream live, and manage recorded video content. Cloud streaming platform for video hosting, transcoding, multi-platform playout, and analytics.

Use artificial intelligence & NLP to leverage key insights stored deep within your unstructured data. Analyze & act on text, audio, video, image data, & more.

Advanced AI platform, for NER, sentiment analysis, emotion analysis, text classification, summarization, dialogue summarization, question answering, text generation, image generation, translation, language detection, grammar and spelling correction, intent classification, paraphrasing and rewriting, code generation, chatbot/conversational AI, automatic speech recognition api, speech to text, semantic similarity, semantic search, speech synthesis, Part-Of-Speech tagging, tokenization, lemmatization, and embeddings. Use the best AI engines without sacrificing data privacy.

IBM Business Automation Workflow helps you automate your digital workflows to increase productivity, efficiency and insights — on premises or on cloud.

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

IBM Turbonomic software uses AI to optimize the performance, cost and compliance of hybrid cloud and multicloud environments.

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.

Explore Veritone Discovery: Real-time AI-Powered Media Discovery & Analytics tailored for broadcasters. Gain actionable insights efficiently. Learn more!

A comprehensive decision automation solution that helps discover, capture, analyze, automate and govern rules-based decisions on premises or on the cloud.

Automate business processes end-to-end with guaranteed results using super.AI Intelligent Document Processing (IDP). Quickly extract data from complex documents using the latest AI models.

IBM Planning Analytics is business performance management software with planning, forecasting and reporting features.

IBM SPSS Modeler provides predictive analytics to help you uncover data patterns, gain predictive accuracy and improve decision making.

IBM API Connect is software to rapidly create, secure and manage APIs. IBM API Connect can be deployed in any Red Hat OpenShift environment. It’s also available as SaaS in a shared or dedicated instance, and as part of IBM Cloud Pak for Integration.

Ask a question, and Qatalog becomes your trusted knowledge navigator — instantly delivering accurate answers. Powered by AI.

Automate complex transactional workflows with Rossum’s AI document processing solution. Reduce manual tasks, increase accuracy, drive efficiency.

IBM Informix is an embeddable, high-performance database for integrating SQL, NoSQL, JSON, time-series and spatial data. It is available as a managed service on IBM Cloud, as standalone software, and within IBM Cloud Pak for Data.

Simplify data governance, risk management and regulatory compliance with IBM OpenPages — a highly scalable, AI-powered, and unified GRC platform.

ThoughtSpot is the AI-Powered Analytics platform that empowers everyone to ask any data questions in natural language, get accurate answers, and take action.

The Document AI solutions suite includes pretrained models for document processing, Workbench for custom models, and Warehouse to search and store.

Squark's no-code AI SaaS platform and API serves industries like media & entertainment, gaming and casinos, SaaS, and healthcare marketing.

Services from IBM works with the world’s leading companies to reimagine and reinvent their business through technology.

Lettria is an AI-powered platform that transforms unstructured data into structured knowledge, enabling smarter, context-rich decision-making.

Experience the power of Large Language Models like never before! Unleash the full potential of Natural Language Processing with Spark NLP, the open-source library that delivers scalable LLMs

Launch AI apps for business intelligence that boost user engagement and drive actual impact. Quick integration. Cloud native. Data governance baked in.

IBM Edge Computing, combined with 5G, is helping create new business opportunities across industries by acting on insights closer to where data is created.

IBM Blockchain Transparent Supply enables companies to build their own blockchain-enabled collaboration and data-sharing ecosystem with their supply chain partners.

IBM Blueworks Live is a cloud-based software that provides a dedicated, collaborative anywhere environment to build and improve business processes through process mapping.

Clarifai is the leading AI orchestration platform to quickly build, manage, orchestrate and operationalize AI on-prem, air-gapped, or in the cloud.

R Discovery is the best AI academic research reading app and AI literature search tool with the largest scholarly content repository. Access 250M+ research papers, 40 M+ open access free research papers, 8M+ research summaries and highlights, 3M+ pre-prints, 32K+ journals, and 9.5M research topics.

IBM Z mainframe servers and software deliver secure, reliable, and fast IT infrastructure for digital transformation.

IBM Process Automation Manager Open Edition is a robust enterprise automation platform that provides a fully open-source foundation for developing rapid, lightweight, cloud-native business automation applications.

AVA AI is an enterprise-grade generative AI platform that seamlessly integrates internal data, applications, and external search to enhance collaboration, unlock hidden insights, and boost productivity while ensuring data privacy and security.

Botminds AI helps enterprises to Capture, Search, Analyze and Automate Document and Web data. It uses the power of Machine Learning and Natural Language Processing to solve any business problem in a fast, accurate, and automated way

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

Our Al-powered search assistant helps you get answers to questions about your documents, websites and workplace content.

At Primer, we help organizations make the best use of their investment in data, by using best-in-class machine learning and natural language processing technologies.

Watson Speech to Text is an API that transcribes speech to text in a variety of languages. It’s available as SaaS or for self-hosting.

Automate complex business processes with Nanonets' intelligent automation AI. Draw actionable insights from unstructured data across multiple sources.

AlphaSense finds information on companies, data and themes from within millions of research documents in seconds, all with ONE simple search.

Parashift Intelligent Document Processing (IDP) helps organizations to minimize the time spent processing all documents using latest AI.

IBM Event Streams is an event streaming software built on open-source Apache Kafka. It is available as a fully managed service on IBM Cloud or for self-hosting.

IBM Cloudant is a fully managed JSON document database that offers independent serverless scaling of provisioned throughput capacity and storage. Cloudant is compatible with Apache CouchDB and accessible through a simple to use HTTPS API for web, mobile, and IoT applications.

Discover AllegroGraph, the leading Knowledge Graph Platform integrating Neuro-symbolic AI for advanced data analytics and intelligent decision-making. Enhance your data insights with third wave AI technology.

Ocrolus' advanced Document AI platform is designed to accelerate financial decision-making. Leverage the power of AI to transform unstructured documents into actionable insights, facilitating faster and more precise analysis for enhanced efficiency and accuracy.

Instantly create a knowledge base for your customers and teams. Build FAQ, User guides, Product Documentation, Standard Operating Procedures and many more

Catalyst for Contracts, Onit's AI contract review software, harnesses the power of proprietary AI models during the contract lifecycle.

OpenText™ Intelligent Capture provides OCR document recognition and capabilities to automate classification and keyword extraction.

Automate repetitive and time-consuming back-office tasks by using software robots that emulate human actions on a computer.

Extracting the comments of pages to analyse and present the insights in them.

IBM MQ is a family of middleware products for point-to-point and publish-subscribe messaging. MQ is available as as SaaS on IBM Cloud, as a hardware appliance, and for self-hosting, including on z/OS.

Accelerate decision-making with affordable NLP and ML solutions. Try UBIAI's Text Annotation Tool for your instant intelligent insights!

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time....

Visit our website to get detailed guides & information on Capture API, Full Administration API Resources, Language Localization & REST API Resources.

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

IBM Db2 is the database to run your mission-critical workloads. Power low-latency transactions and real-time analytics across any cloud, hybrid or on-prem.

Cyndx is an AI-powered search and discovery engine built to simplify deal origination.

Deliver the search results you want with Bing's Custom Search API. This easy-to-use and ad-free customized search tool gives you powerful ranking and more.

Create, maintain, and host documentation that leverages Generative AI to answer any question.

Uncover insights hidden in massive volumes of textual data with SAS Visual Text Analytic solution, to help you get the most out of unstructured data.

Bring the power of intelligent search to your apps with the Bing Web Search API. Receive stats on queries and market-aware results with this Search API.

Extract OCR text, data, handwriting, photos, and signatures from all types of documents, including IDs, driver licenses, passports, visas, receipts, invoices, forms, and thousands of other document types worldwide.

IBM Process Mining helps customers to extract process data from business, identify automation opportunities, prioritize by impact, and fast-track implementation.

IBM Instana Observability is the gold standard of incident prevention with automated full-stack visibility, 1-second granularity and 3-seconds to notify.

Infrrd's intelligent data processing & automation solutions automate data extraction from complex, unstructured documents with guaranteed accuracy. Schedule a demo now!

IBM Cloud for VMware Solutions is hosting for VMware workloads. Configurations range from self-managed to fully IBM-managed on single- or multi-tenant IBM Cloud servers.

See how a managed cloud services approach helps mitigate potential tension between traditional IT management and DevOps culture.

Hive's APIs enable developers to integrate pre-trained AI models that address technically challenging content understanding needs into their applications.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

IBM DataStage is a data integration tool that offers a visual interface for designing, developing and deploying data pipelines.

No-code SaaS data platform | Quantumics.AI

Azure OpenAI Service offers industry-leading coding and language AI models that you can fine-tune to your specific needs for a variety of use cases.

IBM Cloud Internet Services offers security, reliability and performance capabilities designed to protect public-facing web content and applications.

LangChain’s suite of products supports developers along each step of their development journey.