Published: 18 November 2025
Summary
AI application development platforms enable software engineering leaders and their teams to build AI assistants, agents and multimodal applications, but the capabilities provided by these platforms vary widely. Use this research to determine which platforms are best suited for your teams’ use cases.
Included in Full Research
- Alibaba Cloud
- Amazon Web Services
- CoreWeave (Weights & Biases)
- Google
- IBM
- LangChain
- Microsoft
- OpenAI
- Palantir
- Tencent Cloud
- Volcano Engine
- Grounding
- Guardrails
- Evaluations
- Observability
- Model Catalog
- Agentic Framework
- Agent State Management
- Multimodal Framework
- Cost Management
- Deployment
- Orchestration
- Protocols
- Security
- AI Assistant
- AI Agent
- Multimodal Applications
Critical Capabilities Methodology