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How to Choose a Data Anomaly Alerting System

By April 15, 2024No Comments
How to Choose an Data Anomaly Alerting System

What is an Alerting System?

An Alerting system acts as a mechanism allowing you to identify, supervise, and swiftly react to crucial business trends. This tool helps prevent potential revenue loss resulting from delayed decision-making triggered by changes in key performance indicators (KPIs).

Why do you need an Alerting System? Or What are the pain points that an Alerting System solves?

  • Monitoring data on a real-time basis: Alerting systems enable real-time monitoring of data and promptly notify you of any significant changes in key performance indicators (KPIs) crucial for your business. This reduces the need for extensive manual monitoring of data.
  • Effective Ad Hoc and Regular Analysis: With an unprecedented amount of data available, it has become increasingly challenging to analyze information effectively individually. Employees and analysts are frequently inundated with massive amounts of data, leading to limitations in their ability to deliver results in a timely and effective manner. Where an Alerting Analysis tool can come in place and save a lot of time and deliver the results effectively

What are the Parameters you should consider when choosing a Alerting System:

  • Real Time Alerts: The key feature of an alerting system is its ability to analyze data in real-time and issue alerts in case of fluctuations. 
  • Root Cause Pointers: The system should be capable of identifying the relevant metric or contributing dimension that is the root cause of the triggered alert. Furthermore, it should possess capabilities to assist you in conducting a thorough analysis of the received alerts.
  • Noise Reduction: The Alerting System should possess capabilities to minimize noise and prioritize sending the most important alerts to you. Excessive noise can lead to missing critical alerts amid unnecessary ones.
  • Periodic Analysis: The Alerting should be able to do the periodic analysis which you might need for different teams and it will save a lot of time for Analysts which they spend on these regular tasks.
  • Tailored Alerts for Relevant Stakeholders: The Alerting system should deliver targeted alerts to specific users, ensuring that they receive only the most relevant information. For instance, the tool can send cues exclusively to account managers for their respective accounts. This feature helps to streamline communication and ensures that users receive only the information that is most pertinent to their roles and responsibilities.
  • Customization: Customization plays a vital role in an alerting system, providing you with the flexibility to tailor various use cases according to your specific requirements.


In conclusion, an Alerting System serves as a critical tool for businesses, empowering them to swiftly identify and respond to crucial trends, thereby mitigating potential revenue loss resulting from delayed decision-making. It addresses the pain points of monitoring data in real-time and conducting effective ad hoc and regular analysis, relieving employees of the burden of manual data monitoring and analysis.

When choosing an Alerting System, several parameters should be considered. These include its ability to provide real-time alerts, identify root causes of alerts, reduce noise, conduct periodic analysis, and deliver tailored alerts to relevant stakeholders. Additionally, customization capabilities are essential to ensure the system meets specific business requirements effectively.

Overall, an effective Alerting System not only provides timely alerts and analysis but also streamlines communication and ensures that users receive only the most relevant information, ultimately enhancing decision-making processes and organizational efficiency.

DataBeat’s CueBeat is an alerting system which come with a lot of features including Cueflow which effectively sends the alert to the relevant stakeholders and dynamic exception which avoids the noise by blocking if an alerts triggers more than specific number of times. Reach out to us if you want to know more about it. 

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