NEWS · COMPANIES · #815
Cohere publishes guide on AI change management and human–AI workflows
Cohere argues that organizations should treat AI not just as deployable software but as a participant that must be onboarded into workflows, roles, and governance. The post outlines change-management tasks — from redesigning workflows and human-in-the-loop controls to cultivating a manager mindset and avoiding superficial "AI slop" — and warns of risks like unmanaged "vibe coding."
KEY POINTS
- Cohere argues that organizations should treat AI not just as deployable software but as a participant that must be onboarded into workflows, roles, and governance.
- The post outlines change-management tasks — from redesigning workflows and human-in-the-loop controls to cultivating a manager mindset and avoiding superficial "AI slop" — and warns of risks like unmanaged "vibe coding."
- As enterprises scale AI, framing it as a collaborator rather than just software affects workflows, responsibilities, governance, and the quality of AI-assisted work.
WHY IT MATTERS
As enterprises scale AI, framing it as a collaborator rather than just software affects workflows, responsibilities, governance, and the quality of AI-assisted work.