HyperC

HyperC's P34 makes predictions on tabular business data — such as forecasting profit — without requiring you to train a bespoke model first. The pitch is that off-the-shelf LLMs couldn't reliably make money on this, so they built a system aimed at the task.

It targets teams who want predictive answers on their tabular data without standing up a full ML training pipeline.