AI Ecosystem 2026

Category	Subcategory	Tool / Framework	Type	Description	Typical Use Cases
Cloud AI Platforms	Full-stack AI Platform	Azure AI Foundry	Managed Platform	End-to-end AI development (models, agents, deployment)	Enterprise AI apps, copilots
Cloud AI Platforms	Foundation Model Platform	Amazon Bedrock	Managed API Platform	Access to multiple foundation models via API	GenAI apps, chatbots
Cloud AI Platforms	Agent SDK Platform	Google Agent Development Kit	SDK / Platform	Tools to build agentic apps in Google ecosystem	Multi-agent applications
Cloud AI Platforms	LLM Agent SDK	OpenAI Agents SDK	SDK	Build agent workflows using OpenAI models	Assistants, automation
Orchestration Frameworks	LLM App Framework	LangChain	Framework	Chains, tools, and memory for LLM apps	Chatbots, RAG systems
Orchestration Frameworks	Graph-based Orchestration	LangGraph	Framework	Stateful graph-based workflows	Complex agent systems
Orchestration Frameworks	Multi-agent Framework	CrewAI	Framework	Role-based agent collaboration	Task automation
Orchestration Frameworks	Multi-agent Framework	AutoGen	Framework	Conversational multi-agent workflows	Autonomous systems
Orchestration Frameworks	Agent Framework	Microsoft Agent Framework	Framework	Enterprise-grade agent tooling	Copilots, enterprise AI
Agent + RAG Frameworks	RAG Framework	Haystack	Framework	Search + retrieval pipelines	QA systems
Agent + RAG Frameworks	Agent Framework	Semantic Kernel	SDK / Framework	Planning, memory, tool integration	AI copilots
Model Runtime	Local LLM Runtime	Ollama	Runtime	Run LLMs locally	Offline AI, testing
Low-Code / No-Code	Visual Builder	Flowise	Low-code Tool	Drag-and-drop LangChain UI	Prototyping
Low-Code / No-Code	AI App Platform	Dify	Platform	Build & deploy AI apps visually	Internal tools
Low-Code / No-Code	Workflow Automation	n8n	Automation Tool	Connect APIs & workflows	Business automation
Data Layer	Data Modeling	Pydantic	Library	Data validation using Python types	Structured outputs