Atlas
The unified foundation model for adaptive media.
Atlas understands social content at a depth no off-the-shelf model can match. Trained on real ad campaign outcomes, creator content, and user social graphs — it powers the backbone of intelligence across Darwin's product surfaces.
Adaptive Media Generation
Photorealistic. Native. Invisible.
Generates brand placements that match the lighting, perspective, and motion of the original scene — indistinguishable from native content. Every placement is a first-party creative.
Visual Identification
Every frame. Every surface.
Analyzes video at the frame level to map spatial layout, lighting, and scene depth — surfacing natural integration points across millions of creator videos.
Content Reaction Simulation
Know before you spend.
Simulates synthetic viewer reactions to predict impressions, attention, and ROI before a dollar is spent — then trains on real outcomes to sharpen every future decision.
Content Recommendations
Precision at scale.
Scores and ranks available ad slots against campaign objectives, audience fit, and predicted engagement — surfacing the optimal placements across any budget.
Memory
Every brand. Always on.
Stores and retrieves high-dimensional embeddings for characters, logos, and brand elements — so Atlas can faithfully reconstruct any creative asset, in any scene, on demand.
Content Attribution
From placement to proof.
Connects each ad placement to real downstream outcomes — brand lift, purchase intent, and conversion signals — using viewability modeling, audience panel data, and creator-level engagement metrics. Attribution closes the loop between what ran and what worked.