AVKO STUDIO

Archives in. Documentaries out.

AVKO Studio is an AI-assisted production engine that turns public-domain archives — newsreels, inquiry records, radio logs, photographs — into fact-checked, 8–12 minute documentaries, published across a network of topic channels.

6channels in production
89,000+views on the first documentary in 5 days
~2 hfrom topic to finished video

How the engine works

1. Demand-driven topics

Wikipedia pageviews, Google Trends and YouTube search gaps are scored daily per channel; anniversaries and viewer requests are folded in.

2. Scripted from primary sources

Each script is written around inquiry transcripts, logs and letters, then passed through an expert fact-check that corrects numbers, terms and spoken notation.

3. Archival picture research

Images and film are pulled from Wikimedia Commons, NARA, the Library of Congress, NASA, the Smithsonian and archive.org, matched scene by scene.

4. Motion, not slides

Archival film, 2.5D depth parallax, animated maps, timelines and counters keep at least half of every video in motion.

5. Narration with ElevenLabs

One consistent voice per channel; multi-language audio tracks are next. Narration is the single largest input of the pipeline.

6. Render and publish

Chapter-by-chapter rendering, loudness-normalised mix, captions, thumbnails and scheduled publishing — fully automated, with human approval gates.

Channels

Aesthetics Explained

Famous photographs and the decisions behind them.

Grim Chronicles

Disasters and turning points told through the inquiries that followed.

What If Lab

Real events replayed on today's world, minute zero to year one.

Map Mysteries

Strange borders, enclaves and the geography behind them.

Creature Files

One species, one verified mechanism.

Omina

The history and mechanics of divination systems.

Recent work

Why Ansel Adams' photos look so sharpWhy Ansel Adams' Photos Look So Sharp Why Migrant Mother became an iconWhy 'Migrant Mother' Became an Icon Why Titanic's lifeboats left half emptyWhy Titanic's Lifeboats Left Half Empty