"Chalk has transformed our ML development workflow. We can now build and iterate on ML features faster than ever, with a dramatically better developer experience. Chalk also powers real-time feature transformations for our LLM tools and models — critical for meeting the ultra-high freshness standards we require. Beyond the product, …

"Manually managing feature data worked—until it didn’t. As we scaled to multiple models, the cracks started showing. We needed a centralized system to handle features seamlessly and power real-time inference."