Cupid
Content understanding for data science teams
AI-powered content tagging and performance prediction. Turn unstructured content into structured, analyzable data.
How it works
Content Understanding and Performance Improvement Daemon
Capabilities
Multimodal ingestion
Process text, images, video, and audio through a unified pipeline. No format-specific preprocessing required.
Auto-tagging
Automatically identify and apply contextual tags. Learns your taxonomy, adapts to your domain.
Structured output
Generate clean, typed artifacts ready for downstream analysis. Feeds directly into Efron pipelines.
Batch processing
Scale to thousands of assets. Parallel processing with progress tracking and resumable jobs.
Mobile Gaming
Predicting ad creative performance before launch
A mobile gaming company needed to predict which ad creatives would perform before spending media dollars. Manual tagging couldn't scale. Cupid processed 250 videos in week one, is on track for 2,000/month, and now powers performance prediction models with 95% accuracy.