KPI anomaly detection
Find meaningful departures from expected performance, investigate the likely drivers, and route the evidence to the responsible owner.
1.
Define expected behavior
Record metric definitions, relevant segments, seasonality, targets, and the minimum change worth investigating.
4.
Route the finding
Send a sourced explanation to the metric owner and track the investigation through resolution.
2.
Detect the departure
Compare current performance with expected ranges and run data-quality checks before opening an alert.
3.
Investigate the drivers
Break the change down by segment, correlate relevant operational events, and test plausible explanations.
Evidence in, action out.
The operating problem
Static thresholds generate noise and dashboards show the anomaly without explaining what changed underneath it.
How the workflow runs
Compare metrics with expected behavior, verify data quality, investigate the largest drivers, and route a sourced explanation.
Evidence and inputs
KPI time series, dimensions, targets, event calendars, operational data, and metric definitions.
Actions and handoffs
Detect anomalies, segment the change, test hypotheses, notify owners, and open an investigation workflow.
Operating outcome
Faster movement from alert to explanation, with fewer false alarms.
Controls for production
Minimum effect sizes, seasonality handling, owner-defined baselines, data-quality checks, and review before escalation.
Move from anomaly to explanation
Saber gives metric owners the context behind a material change, with the evidence and remaining uncertainty visible.
Forge
Connects metric definitions, investigation rules, and ownership.
Heimdall
Monitors KPI behavior for changes beyond agreed thresholds.
Mimir
Finds the data and operating context behind an anomaly.
One intelligence layer from plan to delivery
16x
Faster time-to-insight
5
Fewer tools needed
80%
Avg. cost reduction
8 hrs
Saved per team per week
Put investigated alerts into existing workflows
Connect data platforms, BI tools, and incident or planning systems so findings reach the owner with supporting evidence.
Turn AI potential into real business outcomes
Resources
Certified
Compliant
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