AI Development Is Stuck in 1996. Here’s How to Get to the Future.

AI development faces the same growing pains as early web development, with companies still figuring out tools and integrations. While 70% of organizations are experimenting with AI, leading adopters are seeing 18% higher revenue growth. RAG systems have become the dominant approach in 2024, but AI agents are emerging as the next evolution, despite challenges in choosing frameworks, LLMs, and vector databases—signaling a shift toward multi-agent systems that collaborate to solve complex problems.