AI and Agents in HR
What actually works when an AI assistant drives HR: the data it should never need, the approvals it can carry, and where it broke.
5 guides
Slack Leave Approvals: Why Approving in Slack Beats Email
Why leave approvals stall in email, and how Slack DMs with Approve and Reject buttons cut the wait to seconds while the HR system stays the record.
EU AI Act in HR: What You Can & Cannot Automate
Emotion recognition at work is banned, high-risk HR duties slipped to December 2027, and everyday drafting is fine. The EU AI Act tiers, sorted for HR.
Routing HR Questions Through an AI Assistant: What Broke
We routed our HR questions through an AI assistant wired to our own system. What worked, the five ways it broke, and what stays human.
Your AI Summary Shouldn't Require a Copy of Everything
Most enterprise AI integrations quietly centralize your data to work. The Model Context Protocol offers a different deal, and a much smaller blast radius.
The Velocity Blindspot: Why Healthy Sprints Still Slip
Your board tracks tickets, not who was at their desk. That gap is why forecasts keep missing, and you can close it without another brittle integration.