Enterprise AI Agents vs Startup AI Agents | Explained + Architecture Insights

In this video, we break down the critical differences between enterprise-grade AI agents (like those powered by IBM Watsonx.ai, Watsonx Orchestrate, and Watsonx.governance) and the lightweight, open-source AI agents favored by startups and solo developers.

🔹 You’ll learn:

What are AI Agents and why they matter now

How IBM’s AI agent stack stands apart

Key enterprise use cases with Watsonx

A side-by-side comparison of tools, governance, and scalability

Fun analogies and real-world frameworks for developers & architects

Whether you're building for scale or speed — this video gives you the clarity to choose the right AI agent architecture.

Key Links & Free Downloads:

Free download - https://github.com/ArchitectITCloud/AIAgents

Enterprise AI Agents:

IBM Watsonx.ai + Watsonx.governance https://www.ibm.com/watsonx
Microsoft Azure AI Agents (Copilot Stack) https://azure.microsoft.com/en-us/products/ai-services
AWS Bedrock / SageMaker Agents https://aws.amazon.com/bedrock / https://aws.amazon.com/sagemaker
Google Vertex AI + LangChain Enterprise https://cloud.google.com/vertex-ai / https://www.langchain.com/
Kubernetes-Based Agent Systems https://kubernetes.io/

Startup AI Agents

Auto-GPT https://github.com/Torantulino/Auto-GPT
BabyAGI https://github.com/yoheinakajima/babyagi
CAMEL (Communicative Agents) https://github.com/lightaime/camel
LangChain OSS https://github.com/langchain-ai/langchain
CrewAI https://github.com/joaomdmoura/crewAI
Agent-LLM https://github.com/Josh-XT/Agent-LLM
ReAct Framework (Reason+Act) https://arxiv.org/abs/2210.03629 (Paper) / LangChain ReAct Tutorial
LlamaIndex https://github.com/jerryjliu/llama_index
HuggingGPT https://github.com/microsoft/JARVIS
OpenAGI (Meta) https://github.com/VerAI-Lab/OpenAGI

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Видео Enterprise AI Agents vs Startup AI Agents | Explained + Architecture Insights канала Architect IT Cloud