Snowflake CoWork

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

Managed conversational-AI platform — natural-language understanding and dialog management for chatbots and voice interfaces, integrated with Connect for contact-centre workflows and Lambda for fulfillment

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.

HIPAA-compliant conversational AI platform for healthcare with a built-in clinical knowledge graph, triage scenarios, symptom checker, and compliance tooling for building patient-facing chat experiences grounded in medical ontologies

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.

Conversational AI platform with Dialogflow CX for complex multi-turn state-machine agents and Dialogflow ES for simpler intent-based bots, integrated with Google's generative playbooks, Contact Center AI, and omnichannel messaging connectors

Google's AI customer-service suite (formerly Contact Center AI / Customer Engagement Suite): CX Agent Studio for self-service voice and chat agents, real-time Agent Assist for human agents, and Customer Experience Insights analytics.

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

Conversational AI for building chatbots and virtual agents with visual dialogue builder, intent and entity detection, voice integration via phone, and multi-channel deployment

Agent management platform for building, deploying, orchestrating and governing AI agents and assistants from one control plane; the upgrade path for watsonx Assistant

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.

Managed conversational-AI platform for building enterprise chatbots — NLU + dialog-flow engine with pre-built skills for Fusion Apps, custom-skill authoring in a visual IDE, and channel connectors for Slack, Teams, Web, MS Cortana, Alexa, and SMS

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