Practical AI automation, no hype

You don't need a moonshot AI project. These five everyday automations — email parsing, invoice extraction, lead filtering, reminders, reports — pay for themselves in weeks.

Most AI pilots die after the demo. Here's the scoping discipline that gets pilots into production: one workflow, measurable outcomes, fixed scope, honest evaluation.

Everyone wants a chatbot over their company docs. Few get one worth using. Here's the unglamorous checklist — retrieval quality, evaluation, access control — that makes RAG actually work.