Large tabular model for enterprise data
Monarcha is building predictive general intelligence for structured data. Many of the most consequential business problems are prediction problems:
- Which transactions are fraudulent
- Which machines will break
- Which accounts have been compromised
- Which patients are at risk
For these problems, relationships between variables matter more than the probability of the next word. Language models can analyze data and write code around existing methods, but their learned priors are about language, not the statistical structure of real-world phenomena.
Our north star is intelligence per parameter: better generalization, lower latency, smaller deployment footprints, and more problems solved by the same model.
Our mission is to give teams the power to see what happens next, with enough time to change it.