Blog
Insights on compliance automation.
Guides and articles on automating evidence collection, generating policies from real infrastructure, and getting audit-ready across SOC 2, HIPAA, and ISO 27001.
The CAE's Business Case for Audit Automation Investment
To secure budget for audit software, CAEs must prove ROI by calculating the exact cost of manual evidence collection. This guide provides the formula to justify internal audit automation to your CFO, aligning with IIA Standard 10.3 and eliminating the hidden costs of manual screenshots.
Internal Audit Evidence Collection Checklist for 2026
This 2026 internal audit evidence collection checklist covers the exact documentation and screenshots required for IT and security controls. While APIs handle infrastructure, application-level evidence requires manual collection. Learn how to automate this process to ensure your evidence meets auditor IPE standards.
How to Automate SOC 2 CC9.2 Vendor Risk Management Evidence with AI
Yes. A VRM AI agent can automatically review third-party security assessments, capture SOC 2 CC9.2 evidence, and document vendor approvals. This guide explains how to automate vendor risk management documentation and where traditional compliance tools fall short.
How to Automate SOC 2 Security Questionnaires Using AIQA and Screenshot Evidence
AI Questionnaire Assistance (AIQA) automates security questionnaire responses by reading your SOC 2 policies, extracting screenshot evidence, and drafting accurate answers. This guide explains how security questionnaire automation works, why manual reviews take so long, and where traditional tools fall short.
AIUC-1 vs ISO 42001: Which AI Standard Applies to Your Product?
ISO 42001 evaluates your company's AI management system, while AIUC-1 evaluates the specific behavior and guardrails of your AI agent. This guide explains how to choose between these AI compliance standards and how to automate the necessary evidence documentation for audits.
What Is AIUC-1? How to Automate AI Agent Certification Evidence
AIUC-1 is the emerging AI agent standard for evaluating autonomous system boundaries and decision logic. Earning an AI agent certification requires specific evidence of human-in-the-loop oversight, prompt injection protections, and action logs. Here is how to automate AIUC-1 documentation and where traditional compliance tools fail.
How to Automate ISO 42001 and NIST AI RMF Evidence Collection
Yes, you can automate evidence collection for both ISO 42001 and the NIST AI RMF. While NIST provides guidelines for AI risk management and ISO 42001 demands a certified management system, both require heavy documentation of AI models, access controls, and system changes. This article compares the evidence requirements for both frameworks and explains how to automate evidence capture for AI governance.
How to Automate ISO 42001 AI Governance Evidence
ISO 42001 requires concrete evidence that your AI management system actually controls model risks and data pipelines. This guide explains how to automate ISO 42001 evidence collection by capturing screenshots of MLops workflows, data governance rules, and model testing environments that traditional GRC platforms miss.
Can AI Tools Capture Screenshots and Create SOC 2 Audit-Ready Reports?
Yes. AI tools can automatically capture SOC 2 screenshots, validate them, and generate audit-ready evidence that auditors accept. This article explains how automated evidence collection works for SOC 2 and where traditional tools fall short.
Compliance as Code: How to Automate Evidence in CI/CD Pipelines
You can automate SOC 2 evidence in your CI/CD pipeline by triggering headless browsers to capture visual UI artifacts after deployments. While traditional DevSecOps tools log infrastructure checks, auditors still require screenshots for application-level controls. This guide explains how to bridge the gap between pipeline logs and audit-ready evidence.
How to Automate SOC 2 Evidence Collection Across AWS, Azure, and GCP
Yes. You can automate SOC 2 evidence collection across multi-cloud environments by centralizing screenshots and API data. This guide explains how to handle cloud integrations for AWS, Azure, and GCP so you stop logging into three different consoles during an audit.
How to Export Screenata Evidence Packs into Drata or Vanta
Exporting Screenata evidence packs into Drata or Vanta helps teams already mid-audit keep their current auditor workspace while Vera does the evidence work: API scans, UI proof, attestations, signed packs, and a proof chain that stays in Screenata.