Darwin

Research

Our multimodal AI systems for adaptive media — enabling embedded ad placement and personalized media generation at scale.

Atlas

A family of multimodal models for advertising — powering contextual brand placements, creative analysis, and campaign intelligence.

Adaptive Ad Generation

Generates photorealistic brand placements that match the lighting, perspective, and motion of the original scene — indistinguishable from native content.

Ad Slot Identification

Analyzes video at the frame level to map spatial layout, lighting, and scene depth — surfacing natural integration points across millions of creator videos.

Ad Campaign Recommendations

Scores and ranks available ad slots against campaign objectives, audience fit, and predicted engagement to recommend optimal placements.

Ad Performance Prediction

Simulates synthetic viewer reactions to predict impressions, attention, and ROI before a dollar is spent — then trains on real outcomes to sharpen every future deal.

Interested in researching adaptive media?

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