Flags metric deltas against baselines and routes for analyst review.
Activation complexity
Medium
Time to activate
10-14 days
Volume share
10-20% of role volume
Impact range
Minutes to hours
Inherited pricing
€0.80 – €3.50 per query or report handled
This capability shares the Data Analyst's metered unit. A query or report handled is counted once at the role level regardless of which capability handled it. Adding this capability to an active deployment does not change the per-action price.
What this capability handles
Anomaly Detection watches key metrics against baselines and thresholds, detects material deltas, assembles contributing-factor context from the semantic model, and routes alerts — with analyst review on business-impact calls.
Workflow summary
Watches metrics, detects delta, assembles context, routes alert.
Stages
Decision logic
Uses baseline deviation rules and threshold logic to detect anomalies and assemble contributing-factor explanations.
Systems and data
{warehouse,"semantic layer","BI tool",messaging}
{"metric baselines","anomaly thresholds","contributing factors","prior alerts"}
Exceptions & human handoff
Material-impact anomalies, cross-metric correlations, or regulator-facing metrics route to the analyst for review.
Material impact, cross-metric correlation, or regulator-facing metric.
Readiness
Metric baselines current, anomaly thresholds agreed, contributing-factor map wired.
Owner on client side · Head of Data
Impact contribution
15-25% of role impact is metric-anomaly time-to-flag with contributing-factor clarity.
Primary KPI · Metric anomaly time-to-flag · Minutes to hours
Capability-specific integrations
Beyond the Data Analyst's base stack, this capability plugs into:
The chat opens with Data Analyst and Anomaly Detection pre-selected. You can add other capabilities during the conversation.