
Why Companies Like Ensemblab Are Focusing on AI Agents as Organizations Search for Practical Automation
For years, discussions about artificial intelligence revolved around potential. Reports projected economic gains. Executives spoke about transformation. Technology firms introduced increasingly capable systems. Yet inside many organizations, the reality looked far less dramatic. Teams were still searching documents manually. Employees were moving information between disconnected systems. Managers continued spending hours














