Businesses are moving from general-purpose AI bots toward a Human-Agent Teams model, where people and AI agents work together and specialized agents become active participants in operational processes. At the same time, poor corporate data management and attempts to use general-purpose models instead of deeply integrated tools remain major barriers to realizing AI’s full potential in business. Oleg Shcherbatenko, Founder and CEO of IT-Enterprise, explains how companies can build effective human-AI collaboration.