How to Automate Cloud Security Audits With an AI Agent
TL;DR
- You can automate cloud security audits with a single prompt by having Aiden map your request to a predefined AWS audit skill.
- Aiden divides the audit across three specialized agents: infrastructure scanning, IAM review, and report generation.
- You can upload previous audit reports, so Aiden learns your team's preferred report format and generates future audits in the same structure.
- You can schedule recurring PDF reports weekly, biweekly, or monthly.
In this walkthrough, you'll see Aiden perform a cloud security audit of an AWS environment from a single prompt. It scans your infrastructure, reviews the findings, and generates a report in a format your team already recognizes.
How does Aiden turn one prompt into a full security audit?
The prompt is simple:
"Scan my prod AWS account and do a security audit."
When you submit the prompt, Aiden matches it to an AWS security audit Skill. A Skill contains the workflow for a specific task. It defines how the audit runs, so every execution follows the same process instead of starting from scratch.
The Skill specifies:
- Which AWS resources are scanned
- The order in which security checks run
- How findings are collected and categorized
- How the final audit report is structured
Because the workflow comes from the Skill, every audit follows the same methodology. Whether you run it this month or six months from now, you receive a report with the same structure while the findings reflect the current state of your AWS environment.
The Skill also coordinates the agents that perform the audit. Each agent has a specific responsibility, and that makes it easier to keep the workflow organized from scan to report generation.
Security audits are easier when your cloud guardrails are already in place. Learn how cloud governance helps you enforce policies across your AWS environments.
Why does Aiden split the audit across three agents instead of one?
A cloud security audit covers several independent tasks. Aiden distributes the work across three specialized agents, each responsible for a specific part of the workflow. This keeps every stage focused and produces a report built from clearly defined inputs.
Infrastructure Agent
The infrastructure agent scans your AWS environment for resources that commonly require security review.
In the walkthrough, it examines the target region (us-west-2) and reviews:
- EC2 instances
- S3 buckets
- RDS databases
- Associated security groups
It identifies publicly accessible resources and gathers the information required for the final report.
Identity and Access Agent
The identity and access agent reviews IAM activity to help you identify changes that may require attention.
It checks:
- Users created or removed during the last 30 days
- Long-lived access credentials
- Identity-related configurations that may require review
These findings complement the infrastructure scan and provide additional context for the audit.
Reporting Agent
Once the infrastructure and IAM reviews are complete, the reporting agent compiles the findings into a structured audit report.
Will the audit report match the format your team already uses?
Yes.
You can upload previous audit reports to Aiden's Knowledge Hub. Aiden learns the reporting structure your team already follows from those reports.
Future audit reports use the same headings, sections, and layout that your reviewers expect. You don't need to create a new template or reformat the output before sharing it. This keeps your security and compliance reports consistent across every audit.
If you run audits on a schedule, Aiden can generate and deliver PDF reports automatically:
- Weekly
- Biweekly
- Monthly
Your audit may uncover resources that no longer match your Terraform configuration. Learn how you can detect and fix Terraform state drift.
AWS Security Audit Results with Aiden
In this walkthrough, Aiden completed 86 steps to finish the audit.
You can view every reasoning step throughout the process, so it's easy to see how Aiden validates each finding before it appears in the final report.
The audit identified:
- Four publicly accessible S3 buckets
- One high-risk security group
Aiden also produced a PDF report that followed the reporting format learned from previous audits.
The findings are only part of the outcome. Many security tools identify exposed resources. Aiden also generates a report that fits your existing review and compliance process, so your team can use it immediately.
Automate Cloud Security Audits With Aiden
Aiden helps you automate cloud security audits from a single prompt. It runs a predefined audit Skill, coordinates specialized agents, and generates reports that match the format your team already uses.
Run audits on demand or schedule them weekly, biweekly, or monthly. Every audit follows the same workflow and produces reports your team already recognizes.
Schedule a demo to see how Aiden performs a cloud security audit on your AWS environment.
FAQs
Can Aiden audit multiple AWS accounts?
Yes. You can run the same predefined audit skill against different AWS accounts. Because the workflow remains consistent, reports are generated using the same methodology across environments while reflecting each account's current security posture.
How often can Aiden generate security audit reports?
You can generate reports whenever you need them or schedule recurring PDF reports on a weekly, biweekly, or monthly basis.
Does Aiden replace existing cloud security scanning tools?
No. Aiden works with your existing cloud environment by orchestrating the audit workflow, organizing findings, and generating standardized reports. It complements your security processes by automating the audit and reporting workflow rather than replacing every security tool you already use.
About StackGen:
StackGen is the pioneer in Autonomous Infrastructure Platform (AIP) technology, helping enterprises transition from manual Infrastructure-as-Code (IaC) management to fully autonomous operations. Founded by infrastructure automation experts and headquartered in the San Francisco Bay Area, StackGen serves leading companies across technology, financial services, manufacturing, and entertainment industries.