Data management 2024-05-02
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Siege AI

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Create real-time dashboards, without any code changes
Generated by ChatGPT

Siege AI offers real-time data pipeline solutions without requiring any code changes. This tool simplifies data management by allowing users to build dashboards directly from real-time structured data, bypassing the need for complex extract, transform, load (ETL) processes.

It provides live key-performance indicators at users' fingertips, eliminating the reliance on outdated data for decision-making. Siege AI integrates seamlessly with existing infrastructures, as users only need to add Siege to their containers to instantly discover, visualize, and monitor all live data points across their systems.

It possesses a unique feature enabling users to query their API traffic data using either SQL or natural language. Additionally, the tool uses AI to chain and correlate individual events, enabling searching of root causes for non-obvious incidents without any table joins.

Once the Siege Data Collector agent is deployed in most architectures, it will start real-time stream processing and warehousing of data. Aside from creating dashboards, the collected live data can be visualized or integrated into existing tools.

The tool offers packages that include a data catalog, code-less data ingestion, unlimited hosts, unlimited analytics, sharable dashboards, free integrations, adjustable data retention periods, and customer support options.


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Siege AI was manually vetted by our editorial team and was first featured on June 19th 2024.
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Pros and Cons


Real-time data pipelines
No code changes
Instant dashboard building
Skips ETL processes
Live KPI monitoring
Seamless infrastructure integration
API traffic querying
Natural language or SQL
Root cause analysis
Real-time stream processing
Data warehouse capabilities
Easy Siege addition to containers
Data catalog included
Code-less data ingestion
Unlimited hosts
Unlimited analytics
Sharable dashboards
Free integrations
Adjustable data retention
Various customer support options
Data point visualization
Existing tool integration
Search without table joins


No offline functionality
Requires container-based infrastructure
No multi-language API querying
No non-host integration
Dependent on Siege agent
No table join option
Limited root cause analysis
Additional cost for data points
Data retention period varies
Requires Siege deployment in architecture


What is Siege AI?
How does Siege AI work with real-time data pipelines?
Does Siege AI require any code changes?
How does Siege AI simplify data management?
How can I build dashboards with Siege AI?
How does Siege AI provide live KPIs?
In what way is Siege AI integrated into existing infrastructures?
What kind of data can I query with Siege AI and how?
How does Siege AI use AI in event chaining and correlation?
What happens once the Siege Data Collector agent is deployed?
In what ways can I visualize or integrate the collected live data?
What packages does Siege AI offer?
What is included in Siege AI's data catalog?
What is meant by code-less data ingestion in Siege AI?
How can dashboards in Siege AI be shared?
What support options does Siege AI provide?
Is there a limit on the number of hosts or analytics I can have with Siege AI?
What does Siege AI mean by adjustable data retention periods?
Are there free integrations available with Siege AI?
How do I get started with Siege AI?

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