Most enterprise AI initiatives fail. Companies spend hundreds of thousands of USD bolting a chat interface onto a proprietary database and call it innovation. But here is the hard truth: business users do not want to chat with their data. They want the data to execute the work.
We have reached the peak of the "ChatGPT wrapper" era. The next evolution of enterprise software is not generative. It is agentic.
The Chatbot Illusion
If you look at the internal AI tools built by mid-market and enterprise companies over the last two years, they almost all look the same. They are passive conversational agents.
A user asks a question, the system retrieves a document using RAG (Retrieval-Augmented Generation), and the AI summarizes it. This is helpful for research, but it creates zero operational leverage. The human is still the bottleneck. The human must ask the right question, interpret the answer, and then log into the ERP or CRM to actually execute the task.
