Enterprise AI knowledge. From a team who ships it.

78% of CHROs say roles need to change for AI. 63% of organisations cite human factors as their primary AI challenge. The technology works. The adoption doesn't.

21% of companies have already stopped hiring entry-level employees because of AI. One in three expect those roles to vanish by end of 2026. The career ladder is losing its bottom rung.

AI anxiety is now a recognised source of workplace stress, distinct from regular work pressure. Employees worry about job security, ethical use, and whether they can keep up. Most leadership teams are not addressing it.

The interface design of AI systems directly impacts whether users feel safe to use them. Here's how to design for trust, not just usability.

AI-first organisations require a different learning culture. How to build one that compounds AI capability instead of treating it as a training checkbox.

A study of 3,500 workers found that using AI makes you faster and better. But when you stop, motivation drops 11% and boredom rises 20%. AI may be creating a cognitive dependency we did not plan for.

The organisations that build AI literacy across their workforce won't just adopt AI faster. They'll outcompete organisations that treat AI as a specialist skill.

The most effective change management for AI adoption isn't communication plans. It's well-designed learning that builds capability alongside confidence.

The largest multi-country trial of the four-day work week is in. 141 companies, 2,900 employees, six countries. 92% made it permanent. One software company saw revenue jump 130%.

A randomised controlled trial found that a wearable vibration device reduced burnout by 32% and improved wellbeing by 22% over 12 weeks. No drugs, no therapy. Just calibrated vibrations on your wrist.

Most enterprise AI training programmes are never evaluated for effectiveness. Here's how to measure whether your training actually changes behaviour.

Enterprise AI training that actually sticks. Lessons from education research on building learning systems that grow with the technology.