Alerts, Radar and AI Discovery
Alerts, Radar and AI Discovery track threshold breaches, signals and publishable insights from datasets. LivChart can notify users when data changes require action.
What this feature delivers
The alert service works with alarm and notification stores, binding ETL columns to aggregation, operators, thresholds and email options. Radar services generate signals from dataframes, while discovery jobs can publish insight content.
Threshold alerts
Users define ETL, column, aggregation, operator and threshold rules.
Radar signals
Radar analysis surfaces risk, performance or change signals on dashboards.
AI Discovery pipeline
Scheduled insight tasks can turn monitored data into published discoveries.
Use case
These steps show the need this feature solves for a real team and how it moves analysis closer to action.
Create rule
Select ETL, column, aggregation, operator and threshold.
Service evaluates
Periodic checks compute the value and compare it.
Notify users
A notification and optional email are produced when triggered.
Governed and traceable flow
Alerts are rule-based, not free-form AI commentary. Radar and Discovery add insight layers on top of controlled data signals.
Which teams is this feature for?
Business users get faster answers, analysts keep quality and control, and admins manage data and access rules.
Does it work with other LivChart features?
Yes. The feature pages explain how preparation, AI, dashboards, reporting and sharing work together rather than as isolated modules.
Try LivChart with your own data
Connect Excel, CSV or database data and test AI charts, dashboards and reports with a local-first architecture.