SEE CRITICAL CHANGES AS SOON AS THEY HAPPEN

Discovery Agent Tracks What’s Changed

Discovery Agent is Qlik’s AI-driven anomaly and outlier detection agent that monitors your Qlik apps, detects meaningful shifts in your data, and delivers clear, prioritized insights so teams can act before issues escalate.

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Dashboards require you to look for anomalies, Discovery Agent pushes them to you.

Dashboards lag. Alerts miss. You fall behind.

  • Critical changes go unnoticed until they’re costly

  • Gradual shifts and new baselines never trigger alerts

  • Analysts spend hours checking dashboards

  • SQL-based monitoring breaks under scale


You need a system that’s always on, watching the data, and deciding what truly matters.

Collection of analytics dashboards showing line charts with trends and metric comparisons over time.

Engine-powered anomaly detection at enterprise scale

Discovery Agent runs on the Qlik Analytics Engine, evaluating complex data without heavy SQL or query design. It can:

  • Analyze data using associative technology with high dimensionality

  • Run across large data sets without inflating compute costs

  • Consider full context instead of one metric at a time


It’s anomaly detection that’s both statistically smart and practical at scale.

Analytics dashboard showing a line chart with a trend change.

Never miss an important signal again

Catch issues early

Analytics interface showing sales revenue trends over time, including a chart highlighting a 24% increase and a side panel with expected versus actual revenue values.

See problems before they snowball

Spot problems before they show up in reports — from demand swings to data quality breaks.

Built for leaders and analysts who can’t afford surprises

Business leaders want to see what changed — no dashboards required. Analysts want less grunt work and more time for real analysis. Data leaders need scalable, reliable change detection without building custom monitoring logic or managing alert fatigue.

Keep an eye on:

Spikes in cancellations or returns, drops in service levels or delivery rates, or shifts in backlog or utilization.

Line chart showing an upward trend with a noticeable spike toward the end, indicating a sudden increase in customer churn.

Watch for:

Unexpected swings in revenue, margin, or cost centers. Look for cash flow or aging pattern deviations or outliers in pricing or expenses.

Line chart where actual revenue rises above a shaded expected range, highlighting stronger‑than‑anticipated performance.

Automatically detect:

Changes in usage or engagement, new baselines for churn or support volume, and anomalies in key product flows.

Line chart showing data quality steadily improving, with a sharp drop indicating missing values being resolved.

Watch for:

Gaps in source data, shifts in value distributions or codes, and metrics behaving differently from the past.

Line chart with multiple fluctuations and a prominent peak, representing an increase in total chargebacks.

Start seeing what’s changing as soon as it changes

Discover how Discovery Agent helps your teams stay ahead of risks and opportunities — without adding more dashboards or manual checks.

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