Latest
Umzimkhulu River Bridge repair: what the record shows: an evidence-led look at the R102 bridge repair, source by source: what was promised, what the public record shows, and what it cannot see.
The dashboard showed the leak. Claude built the call list.: a hire business’s R1.2M billing leak, what the fixed dashboard shows, and what Claude does next on the same data.
Your widget data is not that interesting: why AI agents are rarely the data risk owners fear, and what to lock down instead.
I gave Claude Dashboards a 17-question exam: golden questions with known answers, three models, and the one that lost three call-outs.
Where data becomes fact: the difference between a fast answer and a trustworthy one.
Permissions belong below the AI: why letting the model decide access is the wrong architecture.
Who it is for
Sector leave-behinds: Distributors, Retail, Manufacturing, Franchise.