Product Autonomous Data Analytics Close the gap between knowing and doing. Analyze ServiceNow® data alongside any external source, understand why things are happening, and trigger the fix with AI—all without leaving the ServiceNow platform. Watch Demo Read Blog
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Autonomous Data Analytics Benefits Features Integrations FAQ
Analyst report Gartner® named ServiceNow a Visionary in analytics and business intelligence platforms In the 2026 Gartner Magic Quadrant™ for Analytics and Business Intelligence (BI) Platforms, ServiceNow was named a Visionary for its ability to execute and completeness of vision. We also ranked No. 1 across every use case in the companion 2026 Critical Capabilities for Analytics and BI Platforms report. Get Gartner Report
Benefits of Autonomous Data Analytics Stop analyzing and start deciding Find anomalies automatically, pinpoint root causes, and trigger workflows to resolve them in real time with AI. Predictive models show you what’s likely to happen next. 
 Video CTA Work from one governed analytics estate Analyze all ServiceNow and third-party data in a single governed place. Query a unified analytics catalog and receive secure, contextual insights inside workflows, without switching tools. Video CTA Provide analytics for all teams Embed an AI analyst in every workflow. Business users ask questions in natural language and get answers in minutes. Data professionals access a semantic layer, scenario modeling, and machine learning. Video CTA
Features of Autonomous Data Analytics Autonomous analytics and workflow triggering Monitor your KPIs, detect anomalies, and trigger actions autonomously through AI agents or human-guided workflows when thresholds are crossed. Video CTA AI-driven root cause and prediction Get to the root cause in minutes, with decisions powered by live, governed data and business context from Context Engine that reflects your actual operations. Video CTA Self-service analytics Deliver conversational analytics with AI Data Explorer. Skip the data team queue. Ask data questions in plain language and get answers in minutes. Any employee can build reports and dashboards with no coding required. Video CTA Native data access through a governed semantic layer Connect external data systems to ServiceNow, and query one data estate with no exports or delays. KPIs are defined with role-based access so AI and human agents reason from the same definitions, with full lineage for audits. Video CTA
Additional features Analytics embedded everywhere Put analytics inside the workspaces, workflows, and third-party apps where your teams already work. Make analytics available to everyone on web, mobile, Slack, and Microsoft Teams. Data science for all Deliver automated insights to any employee, no data science background required. Data professionals get Data Science and Machine Learning (DSML) capabilities, custom models, and predictive agents that integrate into workflows.
Related products AI Control Tower Take control of any AI from a central intelligent hub to connect your AI strategy, governance, and management across the enterprise. Workflow Data Fabric Power your AI agents and workflows with instantly actionable data, connected and contextualized from any source. Context Engine Align business context with asset, risk, and threat intelligence for a swift response.
Connect any data source Bring SAP, Snowflake, Databricks, data lakes, and files onto the ServiceNow platform. Whether your data stays where it is or moves, ServiceNow makes it governed, connected, and ready to act on. See All Integrations
FAQ Expand All Collapse All What is Autonomous Data Analytics?
It’s enterprise analytics built natively into the ServiceNow AI Platform. You analyze ServiceNow data alongside external data sources, understand why things are happening, and trigger the fix without leaving the platform or exporting your data. Autonomous Data Analytics eliminates fragmented data and governance siloed across disconnected systems.
How does the acquisition of Pyramid Analytics relate to Autonomous Data Analytics?
Pyramid Analytics is the enterprise analytics platform ServiceNow acquired in March 2026. Its capabilities power Autonomous Data Analytics: a governed semantic layer, decision intelligence, root-cause analysis, scenario modeling, and a data science workbench. Those deep analytics combine with ServiceNow workflows and AI agents.
How does Autonomous Data Analytics support my AI agent strategy?
AI agents are only as good as the data and context they can reason on. Autonomous Data Analytics gives them trusted, governed, real-time data with a shared semantic layer. Agents can trace a decision to its source, act on current state rather than a stale export, and operate within governance guardrails.
How is Autonomous Data Analytics different from other BI tools?
Traditional BI tools chart and visualize data, then stop at the insight. They don’t tell you why something changed, recommend what to do, or trigger the fix. Autonomous Data Analytics closes that loop. It runs on live, governed data, explains root causes, and acts through AI agents and human-guided workflows, all on the same platform.
Who is Autonomous Data Analytics for?
Autonomous Data Analytics is for more than only data teams. Platform owners and IT leaders get the governed data they need in one place, not scattered among external tools. Business teams in operations, HR, finance, and services who have outgrown built-in reporting tools get answers instantly without opening a ticket or waiting for an analyst. And data professionals get a full semantic layer, scenario modeling, and machine learning on live enterprise data.
Experience analytics that get the job done Connect with our product experts for a custom demo. See how Autonomous Data Analytics works on your data. Request Demo Watch demos See Autonomous Data Analytics in action, from root cause to resolution on a single platform. Read blog Find out how we’re redefining BI with Autonomous Data Analytics.
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