Under the hood

A CUDA-accelerated, multi-node inference pipeline

Every report is produced by a distributed, CUDA-accelerated inference pipeline running across multiple NVIDIA GPU nodes. Each of your brand's posts is processed through GPU-accelerated optical character recognition and vision-language transformer models that read the visual content of every image — composition, subjects, on-image text, color, and stylistic cues — while self-hosted large language models score messaging, positioning, and growth signals in real time. An asynchronous, multi-stage pipeline fuses these visual and language features to surface what actually drives reach and engagement for your audience. All inference runs on our own NVIDIA hardware — keeping latency low, cost predictable, and your data private.