Notes on the AI transition,
from people who’ve lived three of them.
Competitor comparisons. Role-specific playbooks. Governance frameworks. Tool reviews. Field-tested how-tos. Written by the LeadAI editorial team for the people who actually ship AI-touching work — BAs, PMs, Scrum Masters, POs, Release Managers, Product Managers and Engineering Managers.
What a Cross-Role AI Governance Agent Actually Does: Inside SENTINEL
SENTINEL watches every AI coach output for regulatory, security and ethical risk across all seven roles. Here's what it catches, what it surfaces, and why regulated industries can't skip this layer.
Kill-Switch Criteria for AI Products: A Template That Survives Board Review
Compliance demands a kill-switch. The sponsor wants velocity. Here's the exact framework POs use to define rollback metrics that pass audit and ship on time.
EU AI Act Compliance for Functional Leaders: 7 Questions Your Tuesday-Morning Standup Should Answer
The EU AI Act becomes enforceable in 2026. If you're a PM, BA, or PO shipping AI features in or to Europe, here's the exact checklist your legal team will ask about—and why waiting until 2026 to learn it costs you.