Threadovo
An AI social-media platform that doesn't just schedule content — it makes it. Branded videos and product ads generated from a photo, AI flyers, an AI strategist that plans your calendar, and publishing to your connected accounts. Credit-metered, multi-workspace, built solo end to end.
- 01
Making AI video reliable enough to sell: raw generative video output varies wildly shot to shot, and a paying customer can't publish a lottery ticket.
- 02
Keeping unit economics sane: every generation feature burns real provider money, and costs must hold as models are upgraded.
- 03
Planning content around holidays and trends per country — without one workspace's data leaking into another's suggestions.
- 04
Running trials and renewals without storing cards, across monthly and yearly plans with different quota rhythms.
- ✓
A two-stage pipeline with a judged QC gate: stills are generated and approved first, then animated — with automatic re-judging and per-shot re-rolls instead of full regenerations.
- ✓
Provider seams around every model (script, image, video), so upgrades are config plus a repricing pass against a fixed per-credit cost envelope.
- ✓
An offline holiday dataset and per-country trend cache shared safely across tenants, with external text fenced before it reaches any prompt.
- ✓
A credit system with term-scoped add-ons and billing renewal tracked separately from quota periods, so yearly customers get monthly quotas correctly.
Live at threadovo.com with the video studio, product ads, flyers, AI strategist, and multi-platform publishing shipped.
Full self-serve lifecycle in production: no-card trial, credit metering, renewals, and dunning — no sales calls required.
Every AI feature holds a fixed cost-per-credit envelope, keeping margins predictable as models change.
Built and operated end to end by one engineer.
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I'm available for new projects. If you have an idea that needs a full-stack or AI engineer, let's talk.
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