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Top 10 Serverless Governance Tools for Monitoring & Compliance in 2025

Originally Published:
July 10, 2025
Last Updated:
July 16, 2025
8 min

Introduction

As serverless architectures gain traction, ensuring governance, monitoring, and compliance becomes paramount. The dynamic nature of serverless computing introduces challenges to visibility, security, and regulatory adherence. This guide evaluates the leading tools that address these challenges, focusing on their pricing, licensing options, features, and integrations.

What is Serverless Governance Tools?

Serverless governance tools are specialized tools and practices that help organizations manage, monitor, and secure their serverless environments. They provide visibility into serverless deployments, ensure compliance with security and regulatory requirements, and optimize resource utilization.  

Here's a more detailed look at serverless governance:

1. Visibility and Monitoring:

Tracking serverless functions and their dependencies:

Understanding data flow and interactions between serverless functions is crucial for troubleshooting and optimization.  

Monitoring performance and resource usage:

Tools can track CPU usage, memory consumption, and other metrics to identify bottlenecks and optimize cost-effectiveness.  

Logging and auditing:

Detailed logging and auditing provide insights into serverless applications and their behavior, aiding security investigations and debugging.  

2. Security and Compliance:

  • Vulnerability scanning and management: Identifying and addressing security vulnerabilities in serverless functions and their dependencies.  
  • Access control and permissions management: Ensuring that serverless functions are accessed and used securely, with appropriate roles and permissions.  
  • Compliance with regulatory requirements: Meeting security and compliance standards for serverless applications.  

3. Resource Optimization and Cost Management:

  • Identifying underutilized serverless resources: Optimizing cost by shutting down or reducing resource allocation for inactive functions.
  • Cost forecasting and analysis: Predicting and managing serverless costs, helping to control expenses.  
  • Performance tuning: Optimizing serverless functions for better performance and efficiency.  

Examples of Serverless Governance Tools:

Benefits of Serverless Governance:

  • Improved security posture: Reducing the risk of vulnerabilities and attacks.
  • Cost savings: Optimizing resource usage and reducing unnecessary expenses.
  • Enhanced compliance: Meeting security and regulatory requirements.
  • Increased operational efficiency: Simplifying serverless management and deployment.
  • Faster time to market: Focusing on development rather than infrastructure management.

Selection Criteria

Our evaluation is based on:

  • Monitoring Capabilities: Real-time insights, anomaly detection, and performance metrics.
  • Compliance Support: Adherence to SOC 2, HIPAA, and PCI-DSS standards.
  • Integration: Compatibility with CI/CD pipelines, cloud providers, and third-party tools.
  • Pricing & Licensing: Transparency, scalability, and flexibility.
  • User Feedback: Ratings and reviews from platforms like G2 and Gartner.

Top 10 Serverless Governance Tools

1. Amazon CloudWatch

  • Overview: AWS's native monitoring tool offers real-time metrics, logs, and alarms.
  • Pricing: Free tier available; pay-per-use model beyond that.
  • Licensing: Included with AWS services.
  • Best For: Organizations heavily invested in AWS.
  • Pros: Seamless AWS integration, customizable dashboards.
  • Cons: Limited support for non-AWS services.
  • G2 Rating: 4.3/5

Screenshot:

2. Datadog

  • Overview: A comprehensive monitoring platform supporting multiple cloud providers.
  • Pricing: Starts at $15 per host/month.
  • Licensing: Subscription-based.
  • Best For: Multi-cloud environments seeking unified monitoring.
  • Pros: Rich integrations and real-time analytics.
  • Cons: It can be complex for beginners.
  • G2 Rating: 4.5/5

Screenshot:

3. Lumigo

  • Overview: Specializes in serverless monitoring with end-to-end transaction tracing.
  • Pricing: Free tier available; premium plans start at $99/month.
  • Licensing: SaaS-based.
  • Best For: Teams focusing on AWS Lambda functions.
  • Pros: Quick setup, intuitive UI.
  • Cons: Limited support for non-AWS platforms.
  • G2 Rating: 4.6/5

Screenshot:

4. Epsagon

  • Overview: Provides automated tracing and visualization for microservices.
  • Pricing: Custom pricing based on usage.
  • Licensing: SaaS-based.
  • Best For: Organizations needing detailed microservice insights.
  • Pros: Automatic instrumentation, real-time alerts.
  • Cons: It may require customization for complex setups.
  • G2 Rating: 4.4/5

Screenshot:

5. Site24x7

  • Overview: Offers full-stack monitoring, including serverless components.
  • Pricing: Starts at $9/month.
  • Licensing: Subscription-based.
  • Best For: SMBs seeking affordable monitoring solutions.
  • Pros: User-friendly interface, mobile app support.
  • Cons: Limited advanced analytics features.
  • G2 Rating: 4.2/5

Screenshot:

6. Thundra

  • Overview: Provides observability for serverless applications with debugging capabilities.
  • Pricing: Custom pricing based on requirements.
  • Licensing: SaaS-based.
  • Best For: Developers needing in-depth debugging tools.
  • Pros: Code-level insights, time-travel debugging.
  • Cons: Steeper learning curve.
  • G2 Rating: 4.3/5

Screenshot:

7. AWS X-Ray

  • Overview: AWS's service for analyzing and debugging distributed applications.
  • Pricing: Pay-per-use model.
  • Licensing: Included with AWS services.
  • Best For: AWS-centric applications needing tracing capabilities.
  • Pros: Deep integration with AWS services.
  • Cons: Limited to AWS ecosystem.
  • G2 Rating: 4.1/5

Screenshot:

8. New Relic

  • Overview: A full-stack observability platform with serverless monitoring features.
  • Pricing: Free tier available; premium plans start at $99/month.
  • Licensing: Subscription-based.
  • Best For: Enterprises seeking comprehensive observability.
  • Pros: Unified dashboard, AI-driven insights.
  • Cons: Can be resource-intensive.
  • G2 Rating: 4.4/5

Screenshot:

9. Prometheus

  • Overview: An open-source monitoring system with a dimensional data model.
  • Pricing: Free.
  • Licensing: Apache 2.0 License.
  • Best For: Organizations preferring open-source solutions.
  • Pros: Highly customizable, strong community support.
  • Cons: Requires manual setup and maintenance.
  • G2 Rating: 4.5/5

Screenshot:

10. Baselime

  • Overview: Focuses on observability for serverless applications with real-time insights.
  • Pricing: Custom pricing based on usage.
  • Licensing: SaaS-based.
  • Best For: Teams needing rapid troubleshooting capabilities.
  • Pros: Quick setup, intuitive dashboards.
  • Cons: Relatively new in the market.
  • G2 Rating: 4.3/5

Screenshot:

Comparison Table

FAQ:

What is a serverless tool?

You can use Serverless AWS details technologies to run code, manage data, and integrate applications without managing servers. With AWS serverless technology, you get automatic scaling, built-in high availability, and a pay-for-use billing model to increase agility and optimize costs.

What is a SAM application?

AWS Serverless Application Model (AWS SAM) is an open-source framework for building serverless applications using infrastructure as code (IaC). With AWS SAM's shorthand syntax, developers declare AWS CloudFormation resources and specialized serverless resources transformed into infrastructure during deployment.

What is the difference between server and serverless?

Scaling: Serverless automatically scales with demand, while traditional architecture requires manual scaling. Cost Model: Serverless has a pay-as-you-go model, whereas traditional architecture typically involves continuous costs for server operation.

Which database is serverless?

Popular serverless databases can be relational databases or NoSQL databases. They provide inherent availability, fault tolerance, and reliability—you only pay for actual database usage.

Is serverless faster than server?

Regarding how quickly a computer can perform certain activities, using a long-running server, also known as serverful computing, can be quicker than short-lived functionalities from serverless computing. As because serverless computing requires the function to be started each time it is used.

What is called serverless?

Serverless computing is a method of providing backend services on an as-used basis. Servers are still used, but a company that gets backend services from a serverless vendor is charged based on usage, not a fixed bandwidth or number of servers.

Conclusion

Selecting the right serverless governance tool is crucial for maintaining compliance, ensuring security, and optimizing performance. While Amazon CloudWatch and AWS X-Ray are ideal for AWS-centric setups, platforms like Datadog and New Relic offer broader integrations. Open-source solutions like Prometheus provide flexibility for those willing to manage configurations.

For organizations seeking comprehensive SaaS management, including license tracking and compliance monitoring, CloudNuro.ai offers a robust solution. Recognized by Gartner and InfoTech, CloudNuro.ai ensures streamlined operations across your serverless infrastructure.

👉 Book a Demo with CloudNuro.ai

Table of Content

Start saving with CloudNuro

Request a no cost, no obligation free assessment —just 15 minutes to savings!

Get Started

Table of Content

Introduction

As serverless architectures gain traction, ensuring governance, monitoring, and compliance becomes paramount. The dynamic nature of serverless computing introduces challenges to visibility, security, and regulatory adherence. This guide evaluates the leading tools that address these challenges, focusing on their pricing, licensing options, features, and integrations.

What is Serverless Governance Tools?

Serverless governance tools are specialized tools and practices that help organizations manage, monitor, and secure their serverless environments. They provide visibility into serverless deployments, ensure compliance with security and regulatory requirements, and optimize resource utilization.  

Here's a more detailed look at serverless governance:

1. Visibility and Monitoring:

Tracking serverless functions and their dependencies:

Understanding data flow and interactions between serverless functions is crucial for troubleshooting and optimization.  

Monitoring performance and resource usage:

Tools can track CPU usage, memory consumption, and other metrics to identify bottlenecks and optimize cost-effectiveness.  

Logging and auditing:

Detailed logging and auditing provide insights into serverless applications and their behavior, aiding security investigations and debugging.  

2. Security and Compliance:

  • Vulnerability scanning and management: Identifying and addressing security vulnerabilities in serverless functions and their dependencies.  
  • Access control and permissions management: Ensuring that serverless functions are accessed and used securely, with appropriate roles and permissions.  
  • Compliance with regulatory requirements: Meeting security and compliance standards for serverless applications.  

3. Resource Optimization and Cost Management:

  • Identifying underutilized serverless resources: Optimizing cost by shutting down or reducing resource allocation for inactive functions.
  • Cost forecasting and analysis: Predicting and managing serverless costs, helping to control expenses.  
  • Performance tuning: Optimizing serverless functions for better performance and efficiency.  

Examples of Serverless Governance Tools:

Benefits of Serverless Governance:

  • Improved security posture: Reducing the risk of vulnerabilities and attacks.
  • Cost savings: Optimizing resource usage and reducing unnecessary expenses.
  • Enhanced compliance: Meeting security and regulatory requirements.
  • Increased operational efficiency: Simplifying serverless management and deployment.
  • Faster time to market: Focusing on development rather than infrastructure management.

Selection Criteria

Our evaluation is based on:

  • Monitoring Capabilities: Real-time insights, anomaly detection, and performance metrics.
  • Compliance Support: Adherence to SOC 2, HIPAA, and PCI-DSS standards.
  • Integration: Compatibility with CI/CD pipelines, cloud providers, and third-party tools.
  • Pricing & Licensing: Transparency, scalability, and flexibility.
  • User Feedback: Ratings and reviews from platforms like G2 and Gartner.

Top 10 Serverless Governance Tools

1. Amazon CloudWatch

  • Overview: AWS's native monitoring tool offers real-time metrics, logs, and alarms.
  • Pricing: Free tier available; pay-per-use model beyond that.
  • Licensing: Included with AWS services.
  • Best For: Organizations heavily invested in AWS.
  • Pros: Seamless AWS integration, customizable dashboards.
  • Cons: Limited support for non-AWS services.
  • G2 Rating: 4.3/5

Screenshot:

2. Datadog

  • Overview: A comprehensive monitoring platform supporting multiple cloud providers.
  • Pricing: Starts at $15 per host/month.
  • Licensing: Subscription-based.
  • Best For: Multi-cloud environments seeking unified monitoring.
  • Pros: Rich integrations and real-time analytics.
  • Cons: It can be complex for beginners.
  • G2 Rating: 4.5/5

Screenshot:

3. Lumigo

  • Overview: Specializes in serverless monitoring with end-to-end transaction tracing.
  • Pricing: Free tier available; premium plans start at $99/month.
  • Licensing: SaaS-based.
  • Best For: Teams focusing on AWS Lambda functions.
  • Pros: Quick setup, intuitive UI.
  • Cons: Limited support for non-AWS platforms.
  • G2 Rating: 4.6/5

Screenshot:

4. Epsagon

  • Overview: Provides automated tracing and visualization for microservices.
  • Pricing: Custom pricing based on usage.
  • Licensing: SaaS-based.
  • Best For: Organizations needing detailed microservice insights.
  • Pros: Automatic instrumentation, real-time alerts.
  • Cons: It may require customization for complex setups.
  • G2 Rating: 4.4/5

Screenshot:

5. Site24x7

  • Overview: Offers full-stack monitoring, including serverless components.
  • Pricing: Starts at $9/month.
  • Licensing: Subscription-based.
  • Best For: SMBs seeking affordable monitoring solutions.
  • Pros: User-friendly interface, mobile app support.
  • Cons: Limited advanced analytics features.
  • G2 Rating: 4.2/5

Screenshot:

6. Thundra

  • Overview: Provides observability for serverless applications with debugging capabilities.
  • Pricing: Custom pricing based on requirements.
  • Licensing: SaaS-based.
  • Best For: Developers needing in-depth debugging tools.
  • Pros: Code-level insights, time-travel debugging.
  • Cons: Steeper learning curve.
  • G2 Rating: 4.3/5

Screenshot:

7. AWS X-Ray

  • Overview: AWS's service for analyzing and debugging distributed applications.
  • Pricing: Pay-per-use model.
  • Licensing: Included with AWS services.
  • Best For: AWS-centric applications needing tracing capabilities.
  • Pros: Deep integration with AWS services.
  • Cons: Limited to AWS ecosystem.
  • G2 Rating: 4.1/5

Screenshot:

8. New Relic

  • Overview: A full-stack observability platform with serverless monitoring features.
  • Pricing: Free tier available; premium plans start at $99/month.
  • Licensing: Subscription-based.
  • Best For: Enterprises seeking comprehensive observability.
  • Pros: Unified dashboard, AI-driven insights.
  • Cons: Can be resource-intensive.
  • G2 Rating: 4.4/5

Screenshot:

9. Prometheus

  • Overview: An open-source monitoring system with a dimensional data model.
  • Pricing: Free.
  • Licensing: Apache 2.0 License.
  • Best For: Organizations preferring open-source solutions.
  • Pros: Highly customizable, strong community support.
  • Cons: Requires manual setup and maintenance.
  • G2 Rating: 4.5/5

Screenshot:

10. Baselime

  • Overview: Focuses on observability for serverless applications with real-time insights.
  • Pricing: Custom pricing based on usage.
  • Licensing: SaaS-based.
  • Best For: Teams needing rapid troubleshooting capabilities.
  • Pros: Quick setup, intuitive dashboards.
  • Cons: Relatively new in the market.
  • G2 Rating: 4.3/5

Screenshot:

Comparison Table

FAQ:

What is a serverless tool?

You can use Serverless AWS details technologies to run code, manage data, and integrate applications without managing servers. With AWS serverless technology, you get automatic scaling, built-in high availability, and a pay-for-use billing model to increase agility and optimize costs.

What is a SAM application?

AWS Serverless Application Model (AWS SAM) is an open-source framework for building serverless applications using infrastructure as code (IaC). With AWS SAM's shorthand syntax, developers declare AWS CloudFormation resources and specialized serverless resources transformed into infrastructure during deployment.

What is the difference between server and serverless?

Scaling: Serverless automatically scales with demand, while traditional architecture requires manual scaling. Cost Model: Serverless has a pay-as-you-go model, whereas traditional architecture typically involves continuous costs for server operation.

Which database is serverless?

Popular serverless databases can be relational databases or NoSQL databases. They provide inherent availability, fault tolerance, and reliability—you only pay for actual database usage.

Is serverless faster than server?

Regarding how quickly a computer can perform certain activities, using a long-running server, also known as serverful computing, can be quicker than short-lived functionalities from serverless computing. As because serverless computing requires the function to be started each time it is used.

What is called serverless?

Serverless computing is a method of providing backend services on an as-used basis. Servers are still used, but a company that gets backend services from a serverless vendor is charged based on usage, not a fixed bandwidth or number of servers.

Conclusion

Selecting the right serverless governance tool is crucial for maintaining compliance, ensuring security, and optimizing performance. While Amazon CloudWatch and AWS X-Ray are ideal for AWS-centric setups, platforms like Datadog and New Relic offer broader integrations. Open-source solutions like Prometheus provide flexibility for those willing to manage configurations.

For organizations seeking comprehensive SaaS management, including license tracking and compliance monitoring, CloudNuro.ai offers a robust solution. Recognized by Gartner and InfoTech, CloudNuro.ai ensures streamlined operations across your serverless infrastructure.

👉 Book a Demo with CloudNuro.ai

Start saving with CloudNuro

Request a no cost, no obligation free assessment —just 15 minutes to savings!

Get Started

Save 20% of your SaaS spends with CloudNuro.ai

Recognized Leader in SaaS Management Platforms by Info-Tech SoftwareReviews

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