Granica

Granica is an AI research and products company providing intelligence and infrastructure to run enterprise AI. Its platform includes three core offerings: Crunch, a data lake optimization engine that continuously reduces storage by 20–50%, accelerates queries, and lowers infrastructure costs; Myelin, a stateful infrastructure for long-running AI agents that preserves session context across drops; and Large Tabular Models, a research-driven initiative to bring generative AI to tabular data. Granica emphasizes that enterprises own the intelligence built on their data and control the infrastructure it runs on, rather than renting. The company also maintains a research lab with published work at top machine learning venues (ICML, ICLR, KDD, NeurIPS), including an ICLR 2024 Outstanding Paper honorable mention. Real-world results include $200K/PB annualized ROI, 4-week time to value, and 10x more agent sessions after adopting Myelin.