Enterprise AI tooling landscape

Tracking what Azure, AWS, and GCP offer alongside the best open source alternatives.

Updated weekly. Data-dense. No fluff. Start with the three cloud foundation platforms, then drill into the category layers.

Categories4
Tools loaded41+
Updated2026-04-15
Latest update · 2026-04-14
AgentsReleaseMedium impact
CrewAI

CrewAI posted a new pre-release on April 14 with resume hints for devtools failure handling and a Bedrock Converse API strict-mode fix, extending its agent runtime integrations.

Source: Releases · crewAIInc/crewAI

Microsoft Foundry
Microsoft
11,000+

Broadest model catalog plus agents, governance, and sovereign deployment options.

AWS Bedrock
AWS
100+

Framework-agnostic model access with strong AWS-native agent and safety integration.

Google Vertex AI
Google
200+

Model Garden plus Gemini, Agent Development Kit, and enterprise MLOps in one stack.

AI Agent Frameworks

Cloud agent platforms and open source frameworks.

12
Microsoft Foundry Agent ServiceAWS Bedrock AgentsGoogle Agent Builder + ADK
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AI Orchestration

Workflow engines, pipelines, and automation layers.

9
Azure Logic AppsAWS Step FunctionsGoogle Cloud Workflows
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AI Governance

Guardrails, safety controls, and policy tooling.

9
Azure AI Content SafetyAWS Bedrock GuardrailsGoogle Model Armor
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AI Assistants

Coding copilots, productivity assistants, and platforms.

11
GitHub CopilotAmazon Q DeveloperGemini Code Assist
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Warning

Platform-level naming changed repeatedly. Always use Microsoft Foundry, Amazon Q Developer, and Gemini Enterprise.

Open source

This project is open source. Data contributions are welcome via pull request — all entries must include source URLs and verified facts.