ThresholdIQ Automated Detection Engine

What it does

ThresholdIQ monitors your spreadsheets and alerts you when key metrics spike or drop unexpectedly. Most early-stage teams track revenue, signups, churn, and operational KPIs in spreadsheets. But manually checking numbers every day is unreliable — and important changes can be missed. ThresholdIQ automatically detects abnormal changes and notifies you instantly, so you can act before small issues become big problems. No complex dashboards. No heavy BI tools. Just simple, focused monitoring.

ThresholdIQ automatically detects anomalies, seasonal patterns, trends and correlated deviations in your Excel or CSV data using 9 ML methods — no thresholds to configure, no BI tools required.

Upload any Excel, CSV or JSON file. ThresholdIQ's multi-method ML engine automatically detects anomalies, seasonal patterns, trends and correlated metric deviations — no thresholds to set, no formulas to write. Every metric in your file is passed through a full ML pipeline simultaneously. Results are fused into a composite anomaly score that drives three-tier severity classification. Rolling windows at 50, 100, 200 and 500 points compute local mean & std-dev. Breaches across multiple windows escalate severity automatically. Exponentially weighted moving average filters the trend. Residuals that spike beyond 3σ of the smoothed series are flagged as sudden anomalies. A seasonal…from thresholdiq.app

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