Global Creative Automation and Campaign Pipeline System

Our Creative Automation Pipeline automates the production of localized marketing campaigns for global brands. It features a multi-stage workflow that generates AI-driven product imagery, creates professional video slideshows, and produces digital avatar presentations.

The system integrates brand compliance checks and legal safety scans to ensure all content adheres to specific corporate guidelines and regional regulations. Technical capabilities include intelligent aspect ratio resizing, automated translation for six global regions, and synthesized voiceovers.

Completed assets are automatically managed through cloud storage integration and can be published directly to YouTube as drafts. Detailed audit logging and a robust testing suite ensure that the entire end-to-end process remains traceable and reliable for developers and marketers alike.



The Creative Automation Pipeline is a comprehensive, end-to-end system designed to automate the production of global consumer goods campaigns while ensuring brand compliance and multi-region localization.

Core Features and Capabilities

  • Smart Aspect Ratio Generation
    • Automatically creates three standard dimensions (1:1 Square, 16:9 Widescreen, and 9:16 Portrait) from base AI-generated images.
    • Uses intelligent resizing techniques like center-cropping and letterboxing to avoid duplicating AI generation.
  • Multi-Region Localization
    • Supports six target regions including North America, European Union, Japan, UAE/Saudi Arabia, Brazil, and Scandinavia
    • Features automatic language mapping and utilizes translation APIs (LibreTranslate, Google Translate) or offline mock fallbacks
  • Brand Compliance and Legal Safety
    • Employs OpenCV template matching for logo detection and verifies that brand colors meet minimum percentage requirements.
    • Includes automated scanning for prohibited words and region-specific legal checks.
  • Cloud Integration and Auditability
    • Automatically uploads all generated assets to Google Drive with organized folder structures and shareable links.
    • Maintains full traceability via a unified SQLite database and human-readable JSON reports for every pipeline stage.

The 5-Step Campaign Pipeline

The system operates through a sequence of five specialized scripts, often managed by a Master Orchestrator (run_campaign_demo.sh)

  • Image Generation
    • Produces product images via ComfyUI and runs initial compliance and legal scans
  • Video Pipeline
    • Creates multi-product slideshows with crossfade transitions, text overlays, and voiceovers mixed with background music.
  • HeyGen Avatar Integration
    • Generates a sales pitch video featuring a "digital twin" avatar (Agent 42) with AI-scripted content.
  • Video Combination
    • Concatenates the avatar sales pitch and the product slideshow into a single final campaign video.
  • YouTube Upload
    • Generates AI-driven titles and thumbnails before uploading the final video as a private draft via OAuth 2.0

Technical Infrastructure

  • Core Dependencies
    • Requires Python 3.8+, a ComfyUI server for image generation, and FFmpeg for video processing
  • Audio Options
    • Uses Voicebox TTS for local voiceovers or Edge TTS as a cloud-based fallback for high-quality neural voices
  • Hardware Requirements
    • Minimum: 8 GB RAM and 4 GB VRAM.
    • Recommended: 16 GB RAM and 8 GB VRAM (NVIDIA GPU with CUDA).
  • Simulation Mode
    • Includes a --simulate flag that allows developers to test pipeline logic, file flows, and error handling without making real API calls or requiring external servers.

Testing and Validation Strategy

  • Progressive Testing
    • The system follows a sequence from utility scripts to individual steps and finally full campaign workflows
  • Automated Reporting
    • Every test generates timestamped Markdown and JSON reports in a dedicated test_reports/ directory for debugging and auditing.
  • Pre-configured Examples
    • Six ready-to-run campaign briefs (e.g., "Smart Kitchen Essentials," "Sustainable Home Care") are included to verify regional mapping and system functionality out-of-the-box.