Workflow Demo

Drop a video clip or click to upload

Upload a raw .mov or .mp4 clip to preview the computer vision workflow and structured result output

.mov.mp4.m4v

Processing clip...

Ingestion
Dedup Check
Frame Extraction
CV Analysis
Structured Output
Total processed
0
clips analyzed
Avg confidence
—
classification confidence
Avg time
—
per clip

Clip Category Breakdown

System Pipeline Status

Media Ingestion (Google Drive / Upload)Active
Duplicate Detection (SHA-256 Hash)Active
Frame Extraction (FFmpeg)Active
Computer Vision ClassifierActive
Structured JSON / CSV OutputActive
AI Agent Product DiscoveryPhase 1
Product Research RankingPhase 1
Short-Form Video AssemblyPhase 1
Google Sheets / Notion Planning ExportPhase 1
Email Alerting & MonitoringPhase 1

Architecture Overview

Raw clips from iPhone → Google Drive sync → File registration + SHA-256 dedup → FFmpeg frame extraction (3 keyframes/clip) → computer vision classification → Structured JSON + CSV output → planning tools for content operations

Estimated monthly cost @ 2,400 clips/month:
• Cloud VM (2vCPU/4GB): $20–50/month
• Google Sheets API: $0 (free tier)
Total: hosting + optional AI agent usage

Structured Output Preview

This is the structured data that can feed Google Sheets, Notion, and downstream AI-assisted research workflows.

No data yet — upload a clip or load sample data first.