# IBM Watson > Official IBM Watson business agent. IBM Watson provides enterprise AI software and services, including the watsonx platform for AI development, data… ## Ask it a question IBM Watson answers for itself at https://api.hailera.com/mcp/ibm. A client that speaks MCP can connect to that address; the tool is ask_ibm and the protocol is 2026-07-28. Where this file and the agent disagree, the agent is current. ## About IBM Watson Overview of IBM Watson and watsonx IBM Watson is IBM's family of enterprise AI capabilities. It has evolved into the watsonx portfolio, a set of AI products designed to help organizations build, govern and scale AI across their business. AI portfolio highlights - watsonx.ai – AI development studio for building, tuning and deploying foundation models, agents and machine learning models. - watsonx.data – Open, hybrid data foundation and data lakehouse that connects, governs and optimizes AI-ready data across hybrid environments. - watsonx.governance – Capabilities for responsible, transparent and explainable data and AI workflows (mentioned on the Watson site). - watsonx Orchestrate – Agentic control plane to operate, govern and scale AI agents across tools, workflows and systems. - IBM Bob (AI coding agent) – Enterprise AI coding agent that automates and accelerates the software development lifecycle. What IBM Watson and watsonx are for IBM Watson and the watsonx portfolio are aimed at enterprises that want to: - Build and deploy generative AI and traditional ML solutions. - Ground AI in their own business and data. - Orchestrate many AI agents across workflows, tools and clouds. - Modernize applications and infrastructure with AI assistance. - Govern AI and data with security, transparency and compliance in mind. Key industries and use cases The IBM Watson and watsonx products are used across many industries, including (as described on the website): - Financial services - Retail and ecommerce - HR and talent - Customer support and contact centers - IT operations and business operations Example use cases highlighted in the Watson and watsonx pages include: - Customer service and support agents. - HR and recruiting assistants. - Sales and revenue operations automation. - Application modernization on Java, IBM i and mainframe platforms. - Data and analytics for AI-ready, governed data. For detailed capabilities of each product, see the specific product documents in this agent (watsonx.ai, watsonx Orchestrate, IBM Bob and watsonx.data). Source: https://www.ibm.com ## Where IBM Watson works Names Ibb Governorate as a service area. Areas beyond these are not published. ## Prices IBM watsonx Orchestrate – agentic control plane IBM watsonx Orchestrate is described as an agentic control plane for scaling and governing AI agents across the enterprise. It brings an organization's AI agents, tools and workflows into a single control plane so you can operate, orchestrate and govern them at scale. What watsonx Orchestrate does From the product page, watsonx Orchestrate is designed to: - Provide a unified control plane for AI agents across tools, systems and clouds. - Let teams build, deploy and scale AI agents across the business. - Connect AI agents with workflows, data and applications so work is executed end-to-end. - Offer centralized governance, security and compliance for AI agents. - Work in a hybrid, open manner across cloud and on-premises environments. Key capabilities - Agent orchestration – coordinate multiple agents, tools and workflows into connected business processes. - Build and run AI agents – support for no-code and pro-code creation, and the ability to bring your own agents. - Governed catalog – discover, evaluate and reuse trusted agents and tools from a governed catalog. - Control and governance – visibility, policy enforcement and lifecycle control for agents at scale. Example use cases The watsonx Orchestrate page highlights use cases for different leaders and teams, such as: - Customer experience leaders – orchestrating AI for frictionless support experiences. - Sales leaders – automating sales workflows so teams focus on closing rather than manual tasks. - HR leaders – automating complex HR tasks with agents integrated into existing systems. - Finance leaders – using agents to improve speed, accuracy and decision-making (often with no-code tools). - Procurement leaders – improving productivity and resilience with pre-built agents. - Developers – building and managing agents with full control and policy enforcement. - Business operations leaders – turning documents and enterprise content into AI knowledge agents. - IT operations leaders – operating and governing agents with centralized visibility and monitoring. Trials and pricing The watsonx Orchestrate page notes: - A free trial option. - Pricing that scales with how you run AI, with deployment options on cloud or on-premises. Specific prices, SKUs, license metrics and contract terms are not listed in the content available to this agent. For detailed, current pricing and packaging, please consult the official IBM watsonx Orchestrate pricing information or speak with IBM sales. IBM watsonx.ai – AI development studio IBM watsonx.ai is an integrated, end-to-end AI development studio for enterprises. It brings together foundation models, agent tooling, machine learning, APIs and runtimes in a unified environment so teams can move from experimentation to production faster. What watsonx.ai is for According to the Watson site, you can use watsonx.ai to: - Train, validate, tune and deploy foundation models and machine learning models. - Develop AI agents, including autonomous and tools-using agents. - Build retrieval augmented generation (RAG) pipelines over enterprise knowledge. - Perform prompt engineering or fine-tuning for specific business tasks. - Support content generation such as drafts, summaries, marketing copy, classifications and code. - Handle text extraction and classification from complex documents. - Enable semantic search and question answering over relevant content. - Train and deploy ML models for forecasting, classification, optimization and analytics. - Build conversational AI and virtual assistants using foundation models and enterprise data. Key features (from the product page) - Access to a range of state-of-the-art foundation models, including open-source models. - Tools for model customization, including fine-tuning and prompt-based techniques. - Capabilities for RAG development, using enterprise documents and knowledge bases. - Knowledge management features that ground generative AI in business knowledge to improve accuracy and user experience. - Integrated tools and runtimes in a single studio for building, testing and deploying AI workloads. Typical use cases Examples of use cases mentioned or implied on the watsonx.ai page include: - Building enterprise chatbots and virtual assistants grounded in company data. - Creating AI agents to automate multi-step workflows. - Generating and summarizing content (for example, marketing copy or internal documents). - Building predictive models for forecasting and classification. - Implementing RAG pipelines for more accurate and current answers. - Supporting developers with code-related generation and analysis. Trials and pricing The watsonx.ai page mentions: - A free trial option. - Pricing tiers for trial, essentials and standard plans. Exact prices, usage limits and commercial terms are not specified in the content this agent has. For up-to-date pricing, plans and licensing details, please refer to the official IBM watsonx.ai pricing page or contact IBM directly. Trials, demos and pricing information This document summarizes what the IBM Watson and watsonx product pages say about free trials, demos and pricing. It does not contain any specific price points. Trials and demos Based on the pages this agent has access to: - IBM watsonx.ai - Offers a free trial. - Provides options to book a live demo. - IBM watsonx Orchestrate - Offers ways to start a free trial. - Provides options to book a live demo or explore interactive demos. - IBM Bob (AI coding agent) - Provides a free trial option. - Allows you to book a live demo with IBM. - IBM watsonx.data - Provides ways to start a free trial. - Offers options to book a live demo and speak with an expert. Other IBM AI products (such as watsonx.governance) may also offer trials or demos, but they are not fully detailed in the content this agent currently has. Pricing information The IBM Watson and watsonx product pages referenced here indicate that pricing is available but do not list detailed numbers in the text this agent sees. Examples from the site include: - watsonx.ai pricing - Mentions pricing tiers for trial, essentials and standard plans. - watsonx Orchestrate pricing - Indicates that pricing scales with how you run AI, with cloud and on-premises deployment options and the ability to use cloud credits or marketplaces (for example, buying on AWS). - watsonx.data pricing - Describes flexible, scalable pricing and options to buy on IBM Cloud or buy on AWS. - IBM Bob - Mentions free trials and demos but does not list specific prices in the content visible to this agent. Important notes about pricing and contracts - This agent does not have access to live price lists, discounts, SKUs or contractual terms. - The agent will not quote or estimate prices for IBM products or services. - For exact and current pricing, licensing models, deployment costs, discounts and contractual commitments, please: - Visit the official product pricing pages on ibm.com, and/or - Contact IBM directly (sales, partners or account representatives). If you ask this agent for pricing, it will explain that it cannot provide current prices and will direct you to IBM's official channels instead. Source: https://www.ibm.com ## IBM Bob – AI coding agent for enterprises IBM Bob is described as an AI coding agent for enterprises and an AI-powered development partner that helps modern engineering teams build and modernize software faster while maintaining security and governance. What IBM Bob is for From the product page, IBM Bob is positioned to: - Power faster innovation and higher productivity across the software development lifecycle (SDLC). - Help teams with planning, coding, testing, security and maintenance. - Accelerate time-to-value by delegating focused tasks to AI while developers focus on higher-value work. - Improve cost efficiency by routing tasks to the right models and reducing inefficient compute. - Detect risk earlier with embedded validation and governance. Key capabilities Engineering productivity and modernization - Assists across the SDLC, including planning, coding, testing and maintenance. - Supports code modernization, such as repository-wide refactors, dependency upgrades, framework migrations and test regeneration. - Helps modernize Java, IBM i and mainframe applications (for example, COBOL and RPG) using platform-specific expertise. Agentic modes IBM Bob exposes several "agentic modes" (as described on the site): - Ask – understand concepts or analyze existing code without making changes. - Plan – think through architecture or create a technical plan before implementation. - Agent – take an idea or plan and implement it, subject to review and approval. Teams can also define custom modes for tailored workflows. Security and governance - Security-first architecture with real-time analysis and automated checks during code authoring and review. - Early vulnerability detection to reduce downstream incidents and rework. - Guardrails and auditable controls embedded into development workflows. Premium packages (as listed on the site) - IBM Bob Premium Package for Java – deep Java repository understanding and structured workflows. - IBM Bob Premium Package for i – modernization support for IBM i applications in languages such as RPG, COBOL, CL and more. - IBM Bob Premium Package for Z – modernization support for complex mainframe applications. Example use cases Use cases highlighted on the product page include: - Testing and quality automation – generating tests and automation frameworks. - Feature development – understanding complex codebases and enabling faster feature delivery. - API integration and automation – creating integration agents and automation workflows. - Application modernization – reverse engineering legacy systems and executing validated upgrades. Trials and commercial information The IBM Bob page refers to: - Options to start a free trial. - The ability to book a live demo with IBM. No specific prices, discounts or contractual terms are listed in the text available to this agent. For detailed commercial information, please use the official IBM Bob product pages or contact IBM sales. Source: https://www.ibm.com ## IBM watsonx.data – data foundation and lakehouse for AI IBM watsonx.data is described as an open, hybrid data foundation and data lakehouse that helps organizations connect, understand, govern and optimize real-time AI-ready data across hybrid environments. What watsonx.data is for According to the watsonx.data product page, the platform is designed to: - Turn distributed, fragmented data into AI-ready context. - Connect data where it lives across clouds, SaaS, on-premises and hybrid environments. - Enrich data with business meaning and context. - Apply governance, lineage and access controls across AI and analytics workloads. - Support AI systems and analytics that require trusted, explainable outputs. Key capabilities Hybrid data access - Access, query and govern data across cloud, multicloud, SaaS, client-managed VPC and on-premises environments. - Deploy as SaaS, self-managed software or "bring your own cloud" (BYOC), depending on security and compliance needs. Optimized workloads - Support for multiple engines tailored to different workloads, including (as listed on the site): - Presto for distributed SQL and interactive BI reporting. - Spark for large-scale data processing and AI/ML pipelines. - OpenSearch for vector and keyword search used in GenAI and search applications. - Cassandra-based engine for fast read/write scalable workloads. Built-in governance - Consistent governance, access control, policies, lineage and data quality signals across distributed data. - Governance is built in to support responsible AI and analytics. Open architecture - Built on open technologies, open formats and open standards to avoid proprietary lock-in. - Designed to interoperate with existing tools, clouds and data platforms. Example use cases Use cases mentioned on the watsonx.data page include: - Unlocking enterprise knowledge for AI agents using OpenRAG on watsonx.data. - Delivering AI-ready data as context for low-latency AI and analytics. - Optimizing workloads for price-performance by running each workload on the most suitable engine. - Acting as a central, governed store for structured and unstructured data to support help desks and other applications. Trials and pricing The watsonx.data page notes: - Options to start a free trial. - Flexible, scalable pricing with options to buy on IBM Cloud or buy on AWS. Specific price points, SKUs and detailed licensing terms are not provided in the content this agent has. For current pricing and packaging, please see the official IBM watsonx.data pricing page or contact IBM. Source: https://www.ibm.com ## What IBM Watson has not published yet These are things people ask IBM Watson that its published information does not yet cover. - prices for any product or service - current availability or capacity - contract terms or SLAs - implementation timelines or migration effort - regulatory or security compliance guarantees - performance benchmarks or scalability limits - support response times or service levels Ask anyway — the agent will say plainly that it is not published rather than guess. ## Where this comes from https://www.ibm.com/watson