IBM watsonx Orchestrate

Build generative AI applications with foundation models from Anthropic (Claude Opus 4.7 from April 2026), Cohere, Meta, Mistral, Stability AI, TwelveLabs (video understanding), and Amazon's own Nova family — accessed via a single API with fine-tuning, knowledge bases, agents, and a model marketplace for discovery and easy onboarding

Production runtime for AI agents — managed memory, identity, gateway, observability, and tool integration so teams can ship agentic workflows on top of any framework (Strands Agents, LangGraph, CrewAI, vendor-direct) without rebuilding the operational substrate

Foundation-model service for browser-based agents — purpose-built model and SDK for AI agents that automate form fill, search, booking, QA testing, and other web-UI workflows, distinct from the general-purpose Nova family by being action-oriented rather than chat-oriented

Agentic AI workspace for business users combining chat agents over company data, deep research, Flows and Automate for workflow automation, Spaces for shared knowledge, and Quick Sight BI. AWS's successor to Amazon Q Business.

Platform for building, deploying and governing AI apps and agents (formerly Azure AI Studio and Azure AI Foundry): model catalogue spanning OpenAI and partner models, Foundry Agent Service with MCP support, Foundry IQ knowledge, evaluation, tracing and a control plane.

Databricks' AI platform (built on the 2023 MosaicML acquisition) for building, fine-tuning, serving, evaluating and governing ML models, foundation models and AI agents on the lakehouse, including Model Serving, AI Search and Agent Bricks.

Google Cloud's AI development platform (formerly Vertex AI): Model Garden access to Gemini and 200+ models, Agent Studio and ADK for building agents, Agent Runtime, managed training and tuning on TPUs/GPUs, pipelines, model registry and Vector Search.

Enterprise AI-agent platform combining Gemini reasoning with unified search across Workspace, Drive, ServiceNow, Jira, Salesforce, and custom sources — agents can act on tools + APIs on the user's behalf, with governance controls for what each agent may access

Heroku add-on giving OpenAI-style API access to chat, embedding, rerank and image models hosted on Amazon Bedrock, with tool execution on dynos and MCP server support; US and EU model sets

OCI's managed generative AI platform: on-demand and dedicated-cluster access to Cohere, Meta Llama, Google Gemini, OpenAI gpt-oss and xAI Grok models, fine-tuning, OpenAI-compatible APIs, and Enterprise AI features for building and deploying agents.

AI layer integrated across Salesforce products: predictive lead scoring, opportunity scoring, generative AI for emails and summaries

Salesforce platform for building, deploying and governing autonomous AI agents grounded in CRM data — Atlas Reasoning Engine, Agent Builder, Agent Script, Agentforce Voice, MCP support, multi-agent orchestration and Data 360 retrieval

Fully managed AI and ML service offering hosted LLMs, vector search, and ML functions inside Snowflake SQL

Ready-to-use agentic application (formerly Snowflake Intelligence) that lets business users ask natural-language questions across structured and unstructured data governed in Snowflake and act through configured agents.