This tool cross-checks agent KPIs against raw telemetry, ensures data provenance, detects metric drift, and generates auditable reports to prevent misleading dashboards.
- Verifies KPIs against raw telemetry data
- Ensures data provenance and lineage
- Detects metric drift over time
- Generates auditable reports
- Prevents misleading or inflated metrics
python3 integrity_verifier.py --help- Python 3.8+
- pandas
- numpy
- requests
pip install -r requirements.txtpython3 integrity_verifier.py \
--kpi-data kpis.json \
--telemetry-data telemetry.csv \
--output report.html