ADG Drift & Anomaly keeps your data and models stable. We monitor schema, volume, freshness, feature and prediction drift, detect outliers, alert the right owners and deliver a monthly drift report your execs can read and act on.
🔸 Fewer bad decisions from silent data issues. 🔸 Early warnings on drift and pipeline breaks. 🔸 Clear ownership and action steps. 🔸 Executive-ready drift reports for accountability. 🔸 Lower retrain and outage costs. 🔸 Confidence that BI reflects reality.
Do you guess what “normal” looks like? We compute baselines for each table, feature and metric.
Do models underperform with no clear cause? We flag distribution shifts tied to KPI impact.
Do stale or malformed tables slip to BI? We alert when freshness or schema deviates.
Do sudden spikes crash decisions? We detect and annotate anomalies with probable causes.
Do alerts go to “everyone” and no one acts? We route to owners with context and runbooks.
Do leaders want proof, not plots? We deliver a concise Evidently + Superset report.
Compute, storage, network and third-party tooling used to meet your SLAs
On-prem and air-gapped environments are quoted due to access, security and deployment constraints. We keep these components itemized so you see exactly what delivers the outcome.