Insights
Practical writing on custom training, AI implementation, and what's actually working for enterprise teams.
AI Vendor Procurement: 10 Filter Questions
Ten questions that cut through AI vendor hype and help procurement and IT leaders make smarter, lower-risk buying decisions in 2025.
Ijan Kruizinga
How to Choose an Enterprise AI Platform
Comparing enterprise AI platforms? This practical guide covers the five decisions that separate a good fit from an expensive mistake. Written for Australian IT and data leads.
Ijan Kruizinga
Enterprise RAG: when it works and what it costs
Enterprise RAG can ground AI answers in your own data, but it is not cheap or simple. Here is an honest look at when it delivers and when it does not.
Ijan Kruizinga
Half-day vs full-day AI workshop
Choosing the right AI workshop format comes down to four factors. Here's how to scope half-day and full-day sessions so neither wastes your team's time.
Ijan Kruizinga
Change Management for AI Rollouts
AI change management is the difference between adoption and abandonment. Here's how transformation leads can get people moving in the same direction.
Ijan Kruizinga
Evaluating AI Agents: 12 Vendor Questions
Before you commit to any agentic AI tool, ask these 12 questions. A practical procurement guide for IT and technology leaders in Australia.
Ijan Kruizinga
AI Data Leakage: 7 Scenarios to Watch
AI tools create real data leakage risks most organisations haven't mapped. Here are seven concrete scenarios, and what to do about each one.
Ijan Kruizinga
AI Fraud Verification Protocol
A practical AI fraud verification protocol for finance and ops teams handling high-stakes requests. Stop deepfakes and BEC before they cost you.
Ijan Kruizinga
AI Scam Awareness Training: Who and How Often
Not every employee needs the same AI scam awareness training. This guide maps the right content, audiences, and refresh cadence for Australian organisations.
Ijan Kruizinga