Here's a scenario playing out in businesses right now. Five team members discover Cowork independently. One uses it for email drafting. Another for report generation. A third connects it to the CRM with no permissions layer. The fourth shares sensitive client data in prompts. The fifth has built a surprisingly effective workflow but hasn't documented it. Nobody knows what anyone else is doing. There's no consistency, no security baseline, and no way for the business to assess what's happening.
The ungoverned reality
This isn't hypothetical — it's the default outcome when a team adopts AI tools without governance. Each person optimises for their own use case with no shared standards. The outputs look different because the prompts are different. The security posture varies because each person makes their own choices about what data to share. The compliance risk is invisible because nobody is tracking what Claude has access to.
This is the problem that's about to hit every mid-market business. AI adoption is accelerating, and employees are going to use these tools whether or not the business has a plan. The question isn't whether to govern — it's whether to govern proactively or clean up the mess later.