AI Video Automation

Automated Product Video Platform

End-to-end system that transforms product data into social-ready videos with AI narration, music, and automated publishing

View Workflow Sample Output
Processing Speed 3-5 min/video
Data Sources MySQL + API
AI Components GPT-4 + TTS
Output Channels Facebook/Instagram

System Overview

This automated platform transforms raw product data into polished social media videos complete with AI narration, background music, and branded visuals. The end-to-end process handles everything from script generation to final publishing without human intervention.

Key Innovation: Fully automated pipeline that combines product data, AI content generation, multimedia processing, and social media publishing into a single seamless workflow.

Workflow Architecture

System Architecture
View Full Diagram
1

Data Extraction

System pulls product details from MySQL database via n8n workflow, including:

  • Product name and description
  • Pricing and specifications
  • Product image URLs
  • Company branding guidelines
2

Content Generation

Data sent to OpenAI to create:

  • Engaging video script (GPT-4)
  • Social post text with hashtags
  • First comment to boost engagement
  • AI narration via TTS service
3

Video Production

FFmpeg processes assets:

  • Combines product image with company logo
  • Adds AI narration audio track
  • Overlays random background music (volume-adjusted)
  • Applies professional transitions
4

Publishing

Automated social media distribution:

  • Posts video via Graph API
  • Adds generated caption text
  • Waits for post ID confirmation
  • Posts follow-up engagement comment

Technology Stack

Infrastructure
  • Docker (Containerization)
  • Redis (Queue Management)
  • n8n (Workflow Automation)
  • Webhooks (Event Triggers)
Core Technologies
  • Python (Video Processing)
  • FFmpeg (Video Editing)
  • OpenAI API (GPT-4 + TTS)
  • MySQL (Product Database)
Integrations
  • Facebook Graph API
  • Instagram Publishing
  • Custom Webhook Endpoints
  • SMTP Email Alerts
Processing
  • ImageMagick (Logo Processing)
  • SoX (Audio Normalization)
  • Celery (Task Queue)
  • Redis Cache

Sample Output

Platform Demo

Walkthrough of the automated video creation process

Live Facebook Post

Actual output posted to social media

Performance Metrics
  • Videos Generated 1,247
  • Avg. Processing Time 3.8 min
  • Avg. Engagement Rate 7.2%
  • Cost per Video $0.47
Technical Highlights
  • Dynamic Music Selection

    Randomly selects from 50+ licensed tracks

  • Audio Ducking

    Automatically lowers music during narration

  • Retry Logic

    3-stage fallback for API failures

  • Alert System

    Slack/Email notifications for failures

Client Implementation
Client Logo
E-Commerce Brand
150+ products
  • Generates 3 videos/week per product
  • Posts to Facebook & Instagram
  • Auto-replies to comments
Results: 320% increase in engagement
Integration Points
Product Data Input
POST /api/v1/products
Video Generation Trigger
GET /api/v1/generate/{product_id}
Output Webhook
POST /webhook/video-complete