Advancing the frontier of multimodal AI.
Numerade started with the mission of bringing STEM learning to all students, through the richness of video. With the trust of 20M+ STEM learners and the knowledge of 60K+ educators, we're building the foundation for the next generation of intelligent, multimodal learning systems. Check out our consumer app
Building the world's largest STEM visual reasoning dataset.
With over 5 million step-by-step video solutions across physics, math, chemistry, engineering and more, Numerade's dataset captures how educator experts reason visually through complex problems. We're turning years of STEM problem solving into the foundation for the next generation of intelligent, multimodal learning systems.
Powered by a scalable expert workforce
A network of 60k+ subject-matter educators, supported by a 10M+ U.S. college-educated generalist pool for analysis and QA. Our educators are Professors, HS teachers, grad TAs, based in the U.S. and supported by a cost-efficient, elastic staffing model.




We help AI labs push the frontier of reasoning, across all modalities. Numerade's PhD-level experts supply the domain knowledge and structured problem-solving data that train models to think critically for all subjects and tasks.