Insights
Plain answers to the questions being asked.
Written for people running operating businesses. What shadow AI is, whether public AI is safe for company work, why migrations fail on data, and what reporting leaves out.
AI for Business
Private AI, shadow AI, sovereignty and the governance around them.
What’s shadow AI?
Shadow AI is employees using AI tools the business hasn’t approved. It’s already happening in many Australian businesses, and the usual response makes it worse.
6 min readIs ChatGPT safe for business?
It depends entirely on which account you’re using and what you put into it. Here’s what actually changes between the free tier, the business tier and a private environment.
7 min readWhat’s private AI?
What separates a private AI environment from a public tool with a business subscription.
5 min readWhat’s sovereign AI?
Why hosting location alone doesn’t make an AI service sovereign.
5 min read
Data & Systems
Cleansing, quality, transformation and migration.
What’s data cleansing?
The difference between cleaning a file and fixing the process that produced it.
5 min readHow to prepare data for an ERP migration
What to profile, what to agree in writing, and why the third test load is the one that matters.
6 min readWhy poor data kills AI projects
A confident answer built on duplicate records is harder to catch than a wrong report.
4 min read
Business Intelligence
Decision intelligence, operational intelligence and what reporting leaves out.
Business intelligence vs decision intelligence
One tells you what happened. The other is judged on whether anything changed.
4 min readWhy dashboards don’t improve decisions on their own
Every dashboard assumes somebody will look at it, notice the right thing and act.
4 min readWhat’s operational intelligence?
Reading operational performance continuously instead of monthly.
4 min read
Industrial Applications
Manufacturing, logistics, supply chain and waste.
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