Practical thinking on AI, security and cloud — drawn from the engagements we run and the products we ship.
Retrieval is the easy part. The real value is in the graph — and in knowing what not to feed it.
How to harden a Microsoft 365 estate incrementally, without grinding the business to a halt.
Licensing is where most mid-market spend quietly leaks. A practical framework for the audit.
The gap between a convincing demo and a system people trust is mostly evaluation. Here is how we close it.
The number is a starting point, not a verdict. What we actually look at before and after it.
A pragmatic Azure foundation a small team can own a year later — without a dedicated cloud function.
Lessons from building Ordlie: the human review queue matters more than the model.
Most data strategies die in a slide deck. The ones that work start from a decision, not a dashboard.
A baseline of Microsoft 365 Conditional Access that stops the common attacks without locking out the business.