AI-Proof Your Career: Ex-Microsoft Exec’s Advice

Rob Collie, who spent 13 years leading business intelligence initiatives at Microsoft, says workers shouldn’t wait around to see how artificial intelligence affects their jobs. Now CEO of the 50-person consulting firm P3 Adaptive, Collie recently shared his perspective on AI and career resilience, drawing on insights from his new book on organizational AI strategy.

Get Close to the Technology, Not Away From It

Collie’s core message is that employees should actively embrace AI rather than treat it as a threat to observe from a distance. He encourages workers to move beyond casual chatbot use and instead become part of their company’s AI adoption efforts, spotting workflows the technology could improve. Building specialized AI assistants trained on company-specific knowledge, he says, can make someone indispensable and demonstrate real value quickly.

Which Jobs Face the Most Risk

Not all roles are equally exposed, according to Collie. He offers a simple test: if a new hire can become fully productive within their first two weeks, that job is more vulnerable to automation. Call-center work fits this pattern because it often relies on documented policies and predictable decision trees. Positions requiring years of accumulated judgment and relationship-building are harder to replicate. Collie also notes that entry-level hiring has slowed industry-wide, with many companies now expecting roughly three years of experience for what were once junior roles.

Collie compares onboarding an AI system to training a highly credentialed new employee — one with broad knowledge but no understanding of a specific business. Providing AI tools with clear “handbooks” covering company processes, tone, and standards, he argues, is what turns generic technology into a genuinely useful business asset.