10-Stage AI Pipeline

Sophisticated multi-model orchestration architecture that transforms raw market data into actionable creative assets through systematic progression across specialized AI systems. Represents advanced implementation of multi-modal-ai-pipelines for complex business intelligence workflows.

Pipeline Architecture

Complete Stage Progression

Systematic transformation from data to deliverable assets:

1. SensorTower Data Ingestion

   • Raw mobile app market intelligence extraction
   • Advertising creative data aggregation
   • Performance metrics collection

2. Game DNA Analysis (Gemini Vision)

   • Visual asset processing and understanding
   • Genre classification and mechanical analysis
   • Core gameplay loop identification

3. Top Advertisers Identification

   • Competitor landscape mapping
   • High-performing advertiser detection
   • Market positioning analysis

4. Raw Creatives Extraction

   • Advertising content aggregation
   • Asset categorization and organization
   • Quality filtering and selection

5. Pattern Deconstruction (Gemini 2.5 Pro)

   • Creative element analysis
   • Hook identification and classification
   • Visual pattern recognition

6. Archetype Signal Generation

   • 3 composite signals synthesis
   • Pattern abstraction and categorization
   • Trend velocity calculation

7. Game-Fit Scoring (Claude Opus)

   • Relevance assessment across 3 evaluation axes
   • Compatibility analysis with target properties
   • Strategic alignment evaluation

8. Creative Brief Generation (Claude Opus)

   • Structured creative direction documents
   • Test priority ranking assignments
   • Actionable creative recommendations

9. Variant Creation (Scenario API)

   • Visual asset generation based on briefs
   • Multiple creative alternatives production
   • Style and format optimization

10. Video Synthesis (Veo3/Grok)

    • Final video asset generation
    • Dynamic creative content production
    • Multi-modal output integration

Technical Implementation