Startups Directory

Scale AI is an AI infrastructure company providing data annotation, RLHF services, and LLM evaluation through a global workforce of 240K labelers. The company offers an API-first platform for collecting, curating, and annotating unstructured data—images, videos, documents, audio, LiDAR, and 3D point clouds—optimized for model training. Scale serves self-driving, robotics, and AI teams at major enterprises like Google, OpenAI, and Meta. The company's core differentiator is cost-effective human-in-the-loop labeling at scale, enabling continuous data pipelines and real-time model feedback loops.

Scandit provides enterprise-grade computer vision SDK technology that enables smart data capture—barcode scanning, text and object recognition—on any mobile device or smart camera. The platform allows third-party apps to integrate advanced barcode scanning that works reliably in extreme conditions: low light, damaged labels, and challenging angles. Scandit's proprietary algorithms achieve 5x faster scanning speeds compared to competitors and serve over 1,700 global customers across retail, logistics, healthcare, and manufacturing sectors.

Stability AI develops open-source and commercial generative AI models for image, video, audio, 3D, and text generation. The company's flagship Stable Diffusion model has been downloaded over 150 million times and runs on consumer hardware with minimal GPU requirements, making advanced AI accessible to creators, enterprises, and developers. Unlike proprietary competitors, Stability AI emphasizes open-source accessibility, customizability, and the ability to run models locally without API dependencies or subscription fees.