Perpetual ML

Hyperparameter tuning is one of the biggest time sinks in machine learning — teams spend days or even weeks searching for the right configuration before a model is even ready to test. Perpetual ML eliminates this step entirely, accelerating model training by more than 100x without sacrificing performance. No specialized hardware like GPUs or TPUs required.

Perpetual ML Suite is a 100x faster, scalable, explainable, end-to-end, all-in-one low-code/no-code native app purpose-built for modern data warehouses like Snowflake (with Databricks and others coming soon). It packs in powerful features including PerpetualBooster for faster initial training, continual learning capabilities, Conformal Prediction for better confidence intervals, geographic data learning, and built-in model monitoring — making enterprise-grade ML accessible to teams of every size.