Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Enterprises are grappling with deploying advanced AI models effectively, despite having access to top platforms like Anthropic’s Claude. Most organizations are still relying on chatbot frameworks for their AI deployments rather than fully leveraging the capabilities of advanced models. This gap highlights a significant challenge in realizing the full potential of AI, as companies struggle with integration, control, and avoiding vendor lock-in. This issue is crucial because it impacts how efficiently and innovatively businesses can adopt AI technologies.