AI is making individual tasks faster. Turning those gains into company performance requires changing how the work gets done.
Computer-use agents could make decades of existing software much easier to automate.
Enterprise agents need somewhere to fail before they start acting on real business systems.
Better AI agents may depend as much on how your company shares context as on which model you use.
Cheaper models are making redundancy, verification, and always-on agents economically viable.
