Proof of Concept
The Problem
1,000 raw videos, no metadata. 100% agentic processing for metadata/SEO.
This proof of concept demonstrates an AI-powered pipeline that ingests any raw video, generates a publish-ready metadata package in minutes, and routes output to a small QA team for review.
4 min
Total processing time
single 14-min video
5
Metadata outputs generated
(see data below)
$0.02
Per video in API costs
Proposed Pipeline
01
Ingest
AI Agent pulls video from source URL. No manual download required.
02
Transcribe
Whisper AI converts audio to full text transcript locally. No API cost.
03
Generate
Claude reads transcript and writes all 5 metadata outputs simultaneously.
04
QA Review
QA team reviews for accuracy, approves or flags.
05
Remediation
QA failures trigger an automatic repair loop. The AI agent ingests Jira feedback, corrects the metadata, and pushes back to QA for final sign-off.
06
Publish
Final QA approval in Jira triggers the AI agent to package the video and metadata and push to the CDN.
Proof of Concept — Automated AI Output
Original Metadata
Math Works 08 Relating Fractions and Decimals
No description.
No timestamps.
No tags.
No thumbnail brief.
Thumbnail
Title
Fractions to Decimals for Kids | 5th Grade Math Explained
Description
Can't figure out how to turn fractions into decimals? This fun and easy math lesson breaks it all down — step by step — so any 5th grader can understand it!
In this video, you'll follow along with Gina as she tries to add up fractions with different denominators to order paint for her school play. Her friend Kate teaches her a super useful trick: convert fractions to decimals by turning the denominator into a power of ten.
✅ How to convert fractions to decimals step by step
✅ Why decimals are based on powers of ten
✅ The difference between terminating and non-terminating decimals
✅ How to use a calculator to divide numerator by denominator
✅ Real-world examples that make fractions and decimals make sense
Timestamps
Tags
Thumbnail Brief
Bright, cheerful classroom or cartoon-style background with bold yellow and blue colors. A friendly illustrated child holding a large fraction (3/4) with an arrow pointing to its decimal equivalent (0.75). Text overlay: "Fractions → Decimals MADE EASY!" in bold white with dark drop shadow.
Video Metadata Repository - Automated AI Output
Batch Output — 10 Videos
Click any card to view full output.