AI intelligence · Product
Marketing Edge
A daily intelligence engine that ranks more than 1,600 opportunities from connected sources.
- Type
- Internal system
- Scope
- AI systems · Product design · Automation · Development

Project overview
Built as a working system, not a surface treatment.
Marketing Edge continuously reviews source material and turns it into a ranked morning brief, helping an operator identify the highest-value opportunities without manually searching every channel.
System Architecture · 360° Multi-State Inspector
Inspect the operating layers behind Marketing Edge.
01 · Ingestion Layer1,600+ Daily Opportunities
Multi-Channel Signal Harvester
Continuously ingests and normalizes market, search, and competitor movements from connected sources.