Scalable Media Buying Framework PME-001 Medium Priority

Implementation Details

Multi-Channel Integration Hub

• Develop unified API abstraction layer for ad platforms
• Implement standardized data model across channels
• Create credential management and authentication system
• Build rate limiting and quota management

Campaign Management System

• Develop campaign structure and hierarchy management
• Implement budget allocation and pacing algorithms
• Create scheduling and dayparting capabilities
• Build approval workflows and status tracking

Creative Asset Management

• Develop creative asset repository with versioning
• Implement format validation and transformation
• Create dynamic creative assembly system

Technical Dependencies

• Ad platform APIs (Meta, Google, TikTok, etc.)
• Secure credential storage
• Asset management system

Performance Optimization Engine PME-002 Medium Priority

Implementation Details

Performance Data Collection

• Develop unified performance metrics collection
• Implement real-time data ingestion pipeline
• Create data normalization across platforms

Bid Management System

• Develop automated bid adjustment algorithms
• Implement performance-based budget reallocation
• Create bid strategy templates for common objectives

Technical Dependencies

• Data pipeline infrastructure
• Algorithm testing framework
• Reporting database

Integration Points

• Analytics platform
• Customer data platform
• Creative asset management system
• Reporting dashboard

Technical Risks and Mitigations

Risk	Impact	Mitigation
API changes from ad platforms	High	Implement abstraction layer and monitoring
Data inconsistency across platforms	Medium	Standardize metrics and implement validation
Performance degradation during high volume	Medium	Design for horizontal scaling