Using AI in Performance Reviews
A practical guide to using AI for review preparation and coordination, with a seven-step cycle and clear responsibilities for managers and people teams.
Polar Bear · People Ops for agencies
Step-by-step, fully sourced guides on how to design, implement, and run effective people operations in creative agencies and consulting boutiques of 20 to 200 people.
A practical guide to using AI for review preparation and coordination, with a seven-step cycle and clear responsibilities for managers and people teams.
Who to hire in the AI age, how to run three structured interviews, how to spot AI-built portfolios, and why juniors are your succession plan. With Courtney Packard. Published 2026-07-07.
Where creativity comes from, how to use AI as a junior assistant without handing over the thinking, and the systems that keep agency teams noticing things. With Ilana Machado. Published 2026-07-07.
Everything you need to think through before the end-of-year review cycle: why it matters, mistakes to avoid, a month-by-month plan, and what a good growth matrix looks like.