Not every document belongs in an AI prompt. This practical four-level AI data-classification framework helps employees decide what they may share, which tool they may use and when they must stop and ask.
public sector AI
AI Incident Response Plan: What to Do When an AI System Goes Wrong
AI failures do not fit neatly into a normal IT help-desk ticket. Use this practical AI incident response plan to detect, contain, assess, recover from and learn from harmful or unexpected AI behaviour.
How AI Agents Act—and When Humans Must Approve
AI agents can draft, update records and trigger workflows—but not every action deserves the same autonomy. This practical approval matrix helps organizations decide when AI may act, when a person must approve and when automation should stop.
Category: Guides & Tutorials
AI Agent Security Checklist: 15 Controls Before You Connect an Agent to Business Systems
AI agents can read files, call tools and take actions—not merely generate text. Use this practical 15-point checklist to test business need, permissions, data access, human approval, monitoring and emergency shutdown before connecting an agent to real systems.
AI Use Case Prioritization Matrix: How to Choose What to Build First
Not every AI idea deserves a pilot. This practical scoring matrix helps small businesses, project managers and public-sector teams compare AI opportunities by value, readiness and risk, then select the strongest use case with evidence.