This is a cache of https://developer.ibm.com/technologies/agentic-ai?cm_sp=ibmdev-_-developer-_-categorybutton. It is a snapshot of the page as it appeared on 2025-12-05T02:32:47.912+0000.
An artificial intelligence system that exhibits autonomy, goal-driven behavior, and adaptability
Agentic AI systems consist of AI agents that perform tasks required to achieve their goals. Agentic AI builds on generative AI by using LLMs. The efforts of AI agents are coordinated through AI orchestration of AI models, systems, and integrations.
A hands-on journey to design, extend, and integrate AI agents by using Langflow, IBM Granite models, Astra DB, the AI Gateway, and a custom user interface on watsonx Orchestrate.
A hands-on journey to implement open standards for AI agents using MCP, A2A, ContextForge MCP Gateway, and external integrations with OpenAI API on watsonx Orchestrate.
Learn to test, benchmark, and optimize AI agents with a structured evaluation framework, automated workflows, and performance metrics for reliable results.
Build a scheduled agentic workflow in watsonx Orchestrate using Python tools, custom agents, and automated email notifications for efficient daily task automation.
Discover the watsonx Orchestrate Agent Catalog, which includes hundreds of prebuilt agents and hundreds more prebuilt tools across numerous domains, including HR, Sales, Finance, IT, and more. Understand the steps you need to take to build and deploy the prebuilt domain agents - configuring secure connections, customizing the prebuilt agent as a template and deploying it, and then testing the agent.
Explore the A2A standard for agent‑to‑agent communication, from deploying HR agents on Code Engine to integrating them with watsonx Orchestrate for robust workflows.
Learn how to build agentic, no‑code workflows on watsonx Orchestrate with forms, document extraction, and generative AI prompts—no programming required.
About cookies on this siteOur websites require some cookies to function properly (required). In addition, other cookies may be used with your consent to analyze site usage, improve the user experience and for advertising.For more information, please review your cookie preferences options. By visiting our website, you agree to our processing of information as described in IBM’sprivacy statement. To provide a smooth navigation, your cookie preferences will be shared across the IBM web domains listed here.