Reports from RAND and MIT indicate that as many as 80–95% of AI projects fail to deliver tangible profits. The key to success lies not in better technology, but in shifting from IT tool implementation to process transformation through the Technology-Enabled Service model. We reveal how to avoid structural pitfalls and deliver measurable business outcomes instead of more "dead" pilots. ...

It is no coincidence that OpenAI and Google have launched visual AI agent builders. They are moving into a space where simple conversation with an AI assistant is no longer enough. Companies need AI agents that operate within controlled procedures, execute tasks according to established processes, and deliver measurable business value. ...