Margin of Error ± Sarath Chandra Yanamandra
Notes on getting it wrong, carefully

I build things across borders, then write down what the spreadsheet couldn’t tell me.

Hi, I’m Sarath. I run international content operations at KukuFM, which right now means launching microdramas in languages they were never written in and working out what makes a story survive the trip. Margin of Error is where I think out loud about that work: the overlap of AI, marketing, media, and the small operational calls that quietly decide whether a thing works. I’m wrong a fair amount. The writing is how I narrow the error bars.

Mostly case studies. Occasionally arguments. Always specific. — SCY


Recent writing
AI · LocalizationSep 20267 min

The Dub Is the Product

Translating a hit show is maybe 20% translation. The other 80% is operations, and that is where shows live or die.
MarketingDraft

Performance Marketing Has a Taste Problem

You can optimise a bad idea to death. A note on where the funnel actually starts. In the works
Operating notesDraft

What the Spreadsheet Can’t See

Every model carries a margin of error. The skill is knowing which cells are quietly lying to you. In the works
All writing