The work AI can’t do
A few months ago, I sat across from a CEO who was genuinely proud. He had just implemented an AI-powered people analytics platform: real-time sentiment data, predictive turnover scores, and engagement dashboards. Beautiful system. His HR team had been cut by a third. “It does what they used to do,” he told me. Six months later, two of his highest-performing senior managers quit in the same quarter. No flags. No warning scores. Nothing on the dashboard. Just two people who had felt, for a long time, that no one knew them, who had finally stopped waiting for that to change. The cost? One was a team lead carrying $4 million in client relationships. The other had spent two years grooming junior talent. Between severance, recruiting, onboarding, and the business that walked out with them, the company spent close to $600,000 replacing people the dashboard said were fine. The system wasn’t wrong about what it measured. It just couldn’t measure what mattered most. The work nobody can see Sociologist Allison Pugh spent years studying the people we trust with our most human moments: physicians, teachers, chaplains, therapists. The concept at its core may be the most important thing your organization has never heard of. Her book The Last Human Job argues that the only irreplaceable work humans will do in an AI-saturated future is relational: empathy, attunement, and genuine presence. She calls this work “connective labor.” Connective labor is the work of truly seeing another person. Not managing them. Not assessing them. Seeing them. It’s the check-in that surfaces a struggling employee before they spiral into a quiet quit. The honest conversation that defuses conflict before it splits a team. The leader who notices, without a dashboard or a survey prompt, that something is off with someone she’s known for three years. Connective labor is invisible. It is relational. And it is load-bearing. Pugh’s research focuses on professions weR