AI Usage at a Glance
Timeline
Oct 26, 2023
ProductivityPractice documented: IBM offers watsonx Code Assistant, a generative AI tool that helps software developers write, explain, and modernize code using natural language prompts, available as a commercial product since October 2023.
Practice DocumentedView practice →May 13, 2024
OtherPractice documented: IBM offers watsonx.governance, a toolkit that helps enterprise customers monitor AI models for bias, drift, and compliance with regulations, generally available since the launch of the watsonx platform in May 2023.
Practice DocumentedView practice →Aug 5, 2024
OtherPractice documented: IBM deployed a generative AI-powered Cybersecurity Assistant into its managed Threat Detection and Response Services in August 2024, used by IBM Consulting security analysts to speed up investigation of security alerts on behalf of enterprise clients.
Practice DocumentedView practice →Aug 12, 2024
OtherNew evidence: IBM Launches AI-Powered Cybersecurity Assistant for Threat Detection
Evidence AddedView practice →Oct 1, 2024
ProductivityNew evidence: IBM/watsonx-code-assistant: GitHub
Evidence AddedView practice →Oct 1, 2024
Customer SvcPractice documented: IBM offers watsonx Assistant, a platform that lets businesses build and deploy AI-powered chatbots and virtual agents to handle customer questions and support tasks across web, mobile, and voice channels.
Practice DocumentedView practice →Oct 21, 2024
OtherPractice documented: IBM offers the Granite family of foundation models for enterprise use, which it develops internally and releases under an open-source Apache 2.0 license, with the first models announced in September 2023 and the latest generation (Granite 4.1) released in 2026.
Practice DocumentedView practice →May 1, 2025
OtherPractice documented: IBM offers watsonx.ai, an enterprise studio platform where data scientists and AI developers can build, train, fine-tune, and deploy AI models using IBM Granite models or third-party models, generally available since May 2023.
Practice DocumentedView practice →May 1, 2025
ProductivityPractice documented: IBM offers watsonx Orchestrate, a platform that lets businesses build, deploy, and manage AI agents that automate multi-step workflows across enterprise systems like HR, sales, procurement, and customer care, generally available since March 2024.
Practice DocumentedView practice →May 6, 2025
ProductivityNew evidence: IBM Unveils AI Tools to Accelerate AI Agent Adoption: IBM Think 2025
Evidence AddedView practice →Jul 1, 2025
Data AnalysisPractice documented: IBM offers watsonx BI, a conversational business intelligence agent that lets enterprise users ask questions in natural language and receive AI-generated insights from their company data, generally available on IBM Cloud as of late 2025.
Practice DocumentedView practice →Nov 1, 2025
Data AnalysisNew evidence: IBM watsonx BI is now generally available on IBM Cloud
Evidence AddedView practice →Jan 1, 2026
Customer SvcNew evidence: IBM watsonx Assistant - IBM Documentation
Evidence AddedView practice →May 1, 2026
OtherNew evidence: Governing assets with watsonx.governance - IBM Documentation
Evidence AddedView practice →May 1, 2026
OtherNew evidence: Overview of the watsonx experience - IBM Documentation
Evidence AddedView practice →May 1, 2026
OtherNew evidence: Introducing the IBM Granite 4.1 family of models - IBM Research
Evidence AddedView practice →Recent activity
IBM offers the Granite family of foundation models for enterprise use, which it develops internally and releases under an open-source Apache 2.0 license, with the first models announced in September 2023 and the latest generation (Granite 4.1) released in 2026.
Granite models span multiple modalities: language, code, time series forecasting, speech transcription, vision (document and image understanding), and embedding. IBM also produces Granite Guardian models designed to detect harmful content, bias, hallucinations, and jailbreak attempts in AI systems. The models are available on IBM's watsonx.ai platform and on Hugging Face. IBM provides IP indemnification for enterprise customers using IBM-developed Granite models, and publishes training data documentation as part of its transparency commitment.
IBM offers watsonx Orchestrate, a platform that lets businesses build, deploy, and manage AI agents that automate multi-step workflows across enterprise systems like HR, sales, procurement, and customer care, generally available since March 2024.
Watsonx Orchestrate connects to over 700 enterprise systems and offers pre-built agents for business functions including HR (onboarding, time-off requests, payslip retrieval), sales (lead qualification, CRM updates), and procurement (supplier tracking, contract renewal). Businesses can create custom agents using a no-code studio or a developer toolkit. IBM uses the product internally: its AskHR deployment reportedly handles over 10 million employee interactions annually. The platform supports multi-agent coordination, where a supervisor agent routes tasks among specialized sub-agents.
IBM offers watsonx Code Assistant, a generative AI tool that helps software developers write, explain, and modernize code using natural language prompts, available as a commercial product since October 2023.
Watsonx Code Assistant is powered by IBM's Granite foundation models and integrates directly into developer IDEs such as Visual Studio Code. It supports code generation, code explanation, documentation creation, unit test generation, and language translation (e.g., COBOL to Java). A specialized variant, watsonx Code Assistant for Z, targets mainframe application modernization. A separate variant for Red Hat Ansible Lightspeed generates IT automation playbooks from plain-English prompts.
All practices by category
IBM offers the Granite family of foundation models for enterprise use, which it develops internally and releases under an open-source Apache 2.0 license, with the first models announced in September 2023 and the latest generation (Granite 4.1) released in 2026.
IBM deployed a generative AI-powered Cybersecurity Assistant into its managed Threat Detection and Response Services in August 2024, used by IBM Consulting security analysts to speed up investigation of security alerts on behalf of enterprise clients.
IBM offers watsonx.ai, an enterprise studio platform where data scientists and AI developers can build, train, fine-tune, and deploy AI models using IBM Granite models or third-party models, generally available since May 2023.
IBM offers watsonx.governance, a toolkit that helps enterprise customers monitor AI models for bias, drift, and compliance with regulations, generally available since the launch of the watsonx platform in May 2023.
IBM offers watsonx Orchestrate, a platform that lets businesses build, deploy, and manage AI agents that automate multi-step workflows across enterprise systems like HR, sales, procurement, and customer care, generally available since March 2024.
IBM offers watsonx Code Assistant, a generative AI tool that helps software developers write, explain, and modernize code using natural language prompts, available as a commercial product since October 2023.
Cite this record
Trace Foundation. (2026). IBM: documented AI practices (data as of 2026-07-11) [Data set record]. AI Trace. https://www.aitrace.org/r/company/aaf1d954-6a42-4a70-a2ce-3d760b6e8d9e. Accessed October 5, 2026.
- Stable link
- https://www.aitrace.org/r/company/aaf1d954-6a42-4a70-a2ce-3d760b6e8d9e
- Data as of
- July 11, 2026
- Last verified
- Not recorded
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