Resources for making sense of software and AI.

A practical method for turning AI opportunities into clear priorities, working solutions, team adoption, and measurable business results.

The shift from software that helps people do the work to software that finishes it — what changes about the product, and what to do next whether you are starting, already have a SaaS, or are mid-build.

Duplicated data, slow reporting, key-person risk, silent errors, and growth that creates more admin — how to tell when spreadsheets have started costing more than they save.

Three things that will dominate how AI finds, reads, and cites your website: AI Knowledge Pages, Public Knowledge Datasets, and AI-Accessible Content Layers.