Enterprise AI Champion Networks and Internal Evangelism
Peer-led networks of trusted colleagues drive AI adoption where top-down rollouts consistently fail.
Senior Editor, Enterprise AI Strategy
Priya spent eight years as an organizational change consultant at a Big Four firm before pivoting to technology journalism, where she now covers how large enterprises structure and govern AI adoption programs. Her reporting draws on firsthand experience advising Fortune 500 HR and operations teams through technology transitions.
7 stories
Peer-led networks of trusted colleagues drive AI adoption where top-down rollouts consistently fail.
Most enterprises have AI tools but lack the governance and infrastructure to scale them safely.
Security teams are blocking AI agents because governance gaps expose risks their tools can't detect.
Enterprises deploying AI agents fast lack the governance controls to secure them safely.
Tool approval workflows need continuous monitoring, not just a single sign-off.
Enterprise AI agents need golden paths redesigned for how they actually work, not how humans do.
Governance gaps, not weak models, drive AI agent failures.