auditar-sdk is an open-source Python library that instruments AI inference without touching model weights. Install: pip install auditar-sdk What it does: • Captures inputs/outputs only (Zero-Knowledge) • Works with scikit-learn, XGBoost, LightGBM • Local SQLite queue for air-gapped setups • Sub-ms overhead Built for: • Regulated AI in Indian financial services (RBI 7-Sutras ready) • Teams that cannot share model weights with vendors