Meet Elemeta - Metafeature Extraction for Unstructured Data

Elemeta is open-source metafeature extraction for unstructured data. It helps ML teams extract structured signals from text and images so SUPERWISE can compute data quality, drift, and performance metrics for monitoring in production.

Unstructured inputs (text, images) do not have built-in numeric features. Metafeatures turn them into signals that monitoring can use. Governed AI requires that you measure quality and drift even when the raw input is messy.

Elemeta powers the monitoring capabilities behind SUPERWISE. It feeds metrics like data quality, data drift, and performance so you can govern models that run on unstructured data in production.

Transparent, extensible extraction lets teams customize what they monitor and how. SUPERWISE uses Elemeta so governance is built on auditable, open building blocks instead of black-box features.