Ovia Inc — Artificial Intelligence
The learning shelf
Five guides on the field behind our production work — written in plain language, distilled from the articles our studio publishes as the work happens.
This repository is the broad foundation next to our production services: exploration, learning material, and reference work across artificial intelligence as a field. The guides below gather the essentials, one subject at a time. Each guide ends with the full articles behind the summary, for anyone who wants the depth.
Foundations
Models, tokens, and context — what the technology is, what the technology is not.
Agents & Operations
Agents doing real work, and the supervision, evidence, and boundaries that make agent work safe to run.
Context Engineering
Semantic layers, ontologies, and context graphs — shared meaning, and permissions that stay personal.
Data & Meaning
Bad data, sound turned into context, and business intelligence that holds up.
Virtual Production
From volume to intelligence — and a free tier that drops the entry cost to zero.