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Data management
2024-05-02
Siege AI
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Create real-time dashboards, without any code changes
Overview
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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It provides live key-performance indicators at users' fingertips, eliminating the reliance on outdated data for decision-making.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
Pros
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
Cons
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
Q&A
What is Siege AI?
Siege AI is a tool that offers real-time data pipeline solutions. It facilitates the creation of real-time dashboards directly from structured data, allowing users to visualize and monitor all crucial data points across their systems. Siege AI provides live key-performance indicators, enables users to query their API traffic data using either SQL or natural language, and utilizes AI for event correlation. It is key in simplifying data management, multiplexing complex ETL processes, and acts as a valuable asset in decision-making by reducing reliance on outdated data.
How does Siege AI work with real-time data pipelines?
Siege AI works with real-time data pipelines by simplifying data management. It allows users to build dashboards directly from structured real-time data, bypassing the need for complex ETL (extract, transform, load) processes. Siege AI employs a proactive approach to real-time stream processing and warehousing of data, once the Siege Data Collector agent is deployed in most architectures.
Does Siege AI require any code changes?
No, Siege AI does not require any code changes. The service is designed to simplify the process of data management by allowing users to integrate Siege AI into their existing infrastructures without any changes to the existing codebase. This includes adding Siege AI to their containers to instantly discover, visualize, and monitor all live data points.
How does Siege AI simplify data management?
Siege AI simplifies data management by allowing users to create dashboards directly from real-time structured data. This bypasses the need for complex ETL processes. Siege AI also provides live key-performance indicators, enabling users to rely on live data for decision-making, rather than outdated information. It accomplishes this by integrating seamlessly with existing infrastructures and collecting, streaming, processing, and warehousing real-time data.
How can I build dashboards with Siege AI?
With Siege AI, users can build dashboards directly from real-time structured data. They simply need to add Siege AI to their containers without any code changes. This allows them to discover, visualize, and monitor all live data points across their systems in real time. The dashboards can also be shared making it a user-friendly, collaborative tool.
How does Siege AI provide live KPIs?
Siege AI provides live Key Performance Indicators (KPIs) at the users' fingertips by directly extracting data from real-time structured data. It enables users to create dashboards to visualize these KPIs, allowing users to base their decision-making on live, current data rather than outdated data. This ensures immediate access to performance metrics, maximizing efficiency, and productivity.
In what way is Siege AI integrated into existing infrastructures?
Siege AI integrates into existing infrastructures by allowing users to add Siege directly to their containers. This enables users to discover, visualize, and monitor all live data points across their systems. Due to its seamless integration capabilities, no code changes are necessary for the integration process. This simplicity allows users to immediately begin drawing insights from their data upon implementing Siege AI.
What kind of data can I query with Siege AI and how?
With Siege AI, users can query their API traffic data. This can be done using either plain SQL or natural language, providing a flexible approach to data analysis. It directly simplifies searching for specific data or patterns, pinpointing root causes of non-obvious incidents, and exploring any area of interest within the data.
How does Siege AI use AI in event chaining and correlation?
Siege AI uses AI to chain and correlate individual events. The AI identifies connections between different elements of the data, thereby creating chains of events. This technology provides the unique ability to query these chains without requiring any table joins. This not only simplifies user interaction with the data but also allows users to quickly identify the root cause of non-obvious incidents.
What happens once the Siege Data Collector agent is deployed?
Once the Siege Data Collector agent is deployed in most architectures, it instantly begins real-time stream processing and warehousing of data. This operation allows users to endlessly discover, visualize, and monitor live data points across their systems. The collected real-time data can further be used to build dashboards, visualize patterns, or integrate into existing tools.
In what ways can I visualize or integrate the collected live data?
The collected live data by Siege AI can be visualized by creating dashboards directly built from structured data. This allows for real-time visualization and monitoring of crucial data points across a system. Beyond visualization, the collected data can also be integrated into existing tools, reinforcing current operations with insightful data.
What packages does Siege AI offer?
Siege AI offers packages that include a data catalog, code-less data ingestion, unlimited hosts, unlimited analytics, sharable dashboards, free integrations, data retention that's adjustable, and a variety of customer support options. They provide both cloud-based solutions with volume-specific pricing as well as enterprise solutions with volume discounts and additional services like white glove service.
What is included in Siege AI's data catalog?
Siege AI's data catalog serves as a comprehensive inventory of available data that can be utilized by the system. This provides users with a clear overview of data sources, allowing them to easily locate and utilize the most relevant data for their specific needs.
What is meant by code-less data ingestion in Siege AI?
Code-less data ingestion in Siege AI refers to the capacity of the tool to ingest data from various sources without the need for any coding. This feature considerably simplifies the process of data ingestion, thereby allowing users who do not possess strong programming skills to interact with and analyze data efficiently.
How can dashboards in Siege AI be shared?
Dashboards in Siege AI can be shared, fostering a collaborative environment. This feature enables users to distribute the insights gathered through Siege AI to multiple parties, enhancing cooperative decision making and strategy development.
What support options does Siege AI provide?
Siege AI provides different support options based on the chosen package. The 'Pro' plan includes email support, while the 'Enterprise' plan provides both email and phone support including a white glove service for dedicated customer service.
Is there a limit on the number of hosts or analytics I can have with Siege AI?
With Siege AI, there is no limit on the number of hosts or analytics that users can have. Whether it's the 'Pro' package or the 'Enterprise' package, both of them support unlimited hosts and unlimited analytics. This makes it highly scalable and a good fit for both small and large-scale operations.
What does Siege AI mean by adjustable data retention periods?
Adjustable data retention periods in Siege AI refers to the system's capacity to hold onto the collected data for adjustable periods. In the 'Pro' package, the retention period is 14 days, but in the 'Enterprise' plan, Siege AI offers unlimited data retention.
Are there free integrations available with Siege AI?
Yes, Siege AI offers free integrations as part of its service packages. The specifics of these integrations aren't specified on their website. The ability to integrate with other tools and systems enhances the utility and convenience of Siege AI, making it a more effective tool for data management and analytics.
How do I get started with Siege AI?
Getting started with Siege AI is a straight-forward process. All you need to do is drop the Siege Data Collector agent into most architectures and it starts real-time stream processing and warehousing your data immediately. No credit card is needed to start and you get the first million tracked data points free of charge. In case of any query or requirement, there are customer support options available.
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