Agents
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THE ANOMALO AGENTIC PLATFORM
Your data team just got superpowers
Anomalo agents continuously monitor, analyze, and act on your enterprise data catching issues before they cascade, surfacing insights before you ask, and keeping every downstream decision trustworthy. Leaving your team to stay focused on what only humans can do.
TRUSTED BY DATA TEAMS
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HOW IT WORKS
Anomalo agents are
built on real intelligence.
Not all agents are created equal. Other agents are built on assumptions. Ours are built on proprietary intelligence. See how Anomalo is different by design.
Start with the Platform. Build with Agents. Amplify with AIDA.
THE ANOMALO PLATFORM
The foundation
no other agent has.
At the core of every Anomalo agent is our proprietary data profiling and prediction engine. Built over years, this engine is capable of doing something no language model can do on its own: spotting shifts and changes within billions of rows without being told what to look for. This is the foundation. Everything else runs on top of it.
THE ANOMALO AGENTIC SUITE
Nine agents.
One autonomous system.
Each Anomalo agent handles a distinct class of data work autonomously, continuously, and with the statistical intelligence to know the difference between noise and something that actually matters.
LIVE
Table Observability Agent
Continuously monitors data freshness, volume, schema, and distribution across every table, automatically.
LIVE
Data Quality Rules Agent
Create and manage data quality rules using natural language. No SQL required.
COMING SOON
Data Issue First Responder Agent
Automatically traces root cause, identifies affected downstream tables and dashboards, notifies the right stakeholders, and drafts a plain-language incident summary.
LIVE
Proactive Data Insights Agent
Never miss out on an important change or issue in your data. The Data Insights Agent proactively and autonomously identifies any noteworthy changes in your data and delivers analyst-grade reports that describe what is going on. No prompts, no waiting, no analyst required to be fully informed of what’s happening in your data.
LIVE
Conversational Analytics Agent
Ask questions of your data in natural language. AIDA knows your schema, statistical patterns, and monitoring history.
COMING SOON
Dashboarding & Reporting Agent
Build continuously-updated dashboards and reports on the data and metrics that you care about – purely via natural language. Leverage Anomalo’s large library of data visualizations and reporting templates to provide analyst-grade snapshots of your important business metrics and trends – with no coding required.
COMING SOON
Data Documentation Agent
Synthesizes Slack, Notion, code, and Anomalo context to auto-generate documentation for every table—for humans and agents alike.
COMING SOON
Business KPI Monitoring Agent
Watches your most critical business metrics around the clock. Detects meaningful deviations from expected ranges, filters out statistical noise, and alerts stakeholders only when something genuinely warrants attention.
COMING SOON
Experiment Evaluation Agent
Analyzes A/B tests and feature experiments against your live data, automatically flagging data issues that could invalidate results and surfacing statistically significant findings as they emerge.
THE ANOMALO SELF-REINFORCING SYSTEM
The platform that gets smarter every time you use it.
Every correction you make, every context note you add, every conversation, becomes part of your organization’s memory, automatically.
INTEGRATIONS
Platform-agnostic by design.
Anomalo works across your entire data stack so your team gets one unified view regardless of where the data lives.
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Unlock self-driving data for your team
Connect your data in minutes. First insights in 24 hours.
Frequently asked questions
What is Anomalo Data Insights Agent?
The Data Insights Agent is a fully autonomous AI Agent that performs a key task performed by top grade data teams: continuously monitoring data to spot any significant and noteworthy changes. Instead of logging into a dashboard or regularly running queries to hunt for changes and problems in the data, users can now receive clear, analyst-grade findings from the agent, including what has changed, why it likely happened, what data is affected, and what action to consider. Findings arrive in an AI-curated feed, available as a global feed across key data or embedded on the table page where users already work, and optionally in Slack or email.
How is Insights different from a standard data alert?
Alerts tell you a check failed. Insights tells you what happened, why it likely happened, what data is affected, and what action to consider. The gap between those investigation, synthesis, and business translation is exactly what Insights fills. It does the work that currently falls to your analysts, automatically.
How does Insights learn and improve over time?
Through conversational learning with AIDA. When you dive into an Insight and provide corrections or context, AIDA stores that as organizational memory and applies it to improve future Insights for everyone. No manual configuration required.
How does Insights fit into Anomalo’s broader platform?
Insights is part of Anomalo’s agentic platform with a constellation of AI agents for a full spectrum of data tasks. Alongside AIDA (Conversational Analytics), and the Data Documentation Agent, Data Insights Agent represents Anomalo’s shift from reactive data quality detection toward proactive, increasingly autonomous data intelligence. Every agent runs on the same deep data understanding foundation that makes Anomalo uniquely trustworthy at enterprise scale.