Insights

Notes on AI and the workforce.

How work is changing, seen through behavior change, skills, and the human side of AI adoption.

July 6, 2026·Workforce decisions

Why Companies Get Stuck Between Spreadsheets and Enterprise Platforms

Enterprise platforms cost too much, mid-tier HRIS has no skills layer, and spreadsheets go stale. Why companies get stuck in the skills-visibility gap, and what fits instead.

June 30, 2026·AI and the workforce

IKEA Redeployed 8,500 Workers and Built a €1.3 Billion Revenue Line

When AI freed up its call centre, IKEA reskilled 8,500 workers into remote interior design and built a €1.3 billion business. Redeployment at that scale starts with knowing what your people can already do.

June 17, 2026·Workforce decisions

The Most Expensive Decision in a Reorg Is the One You Make Blind

Reorg decisions are high stakes and irreversible. Most get made without a live view of what people can actually do, and the cost shows up later.

June 5, 2026·Behavior change

The AI stages of change for organizations are human

Most organizations are mid-way through AI adoption. Seen through a behavior change lens, the human side becomes something you can act on.