Detecting data anomalies using rules and artificial intelligence

A computerized method comprising:

• providing an alert configuration interface;
• receiving alert configuration data associated with an alert via the provided alert configuration interface;
• accessing a data value stored at a data source using a data path of the received alert configuration data;
• analyzing the accessed data value using at least one of an anomaly detection rule or a trained anomaly detection model associated with the alert;
• determining that the alert is triggered based on analyzing the accessed data value;
• and
• sending an alert communication of the triggered alert using at least one alert communication channel defined in the received alert configuration data.

A computer storage medium has computer-executable instructions that, upon execution by a processor, cause the processor to at least:

• provide an alert configuration interface;
• receive alert configuration data associated with an alert via the provided alert configuration interface;
• access a data value stored at a data source using a data path of the received alert configuration data;
• analyze the accessed data value using at least one of an anomaly detection rule or a trained anomaly detection model associated with the alert;
• determine that the alert is triggered based on analyzing the accessed data value;
• and
• send an alert communication of the triggered alert using at least one alert communication channel defined in the received alert configuration data.