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.
How to Automate ISO 42001 Evidence Collection with Screenshots
ISO 42001 compliance requires evidence that your AI Management System (AIMS) controls are operating effectively. This guide explains how to automate ISO 42001 evidence collection using screenshots to document data pipelines, model testing, and human oversight workflows.
How to Audit AI Systems: Internal Audit Evidence for ISO 42001 Algorithmic Controls
Auditing AI systems requires specific evidence for algorithmic controls, model training data, and human oversight. This guide explains how to automate internal audit evidence collection for ISO 42001 and SOC 2 AI controls using screenshots and workflow captures.
Internal Audit Evidence for the 2026 Mandatory Cybersecurity Topical Requirement
The IIA's Cybersecurity Topical Requirement makes specific technical testing mandatory for internal audits starting in February 2026. This guide explains how to automate internal audit evidence collection, replace manual screenshots, and upgrade your workpapers to meet the new standards.
2026 Global Internal Audit Standards: How to Automate Evidence for Gap Assessments
The 2026 Global Internal Audit Standards require stricter documentation for control testing and quality assurance. This guide explains how to perform a gap assessment against the new IIA standards and automate evidence collection to ensure your internal audit working papers pass external review.
From Manual Sampling to Continuous Data Testing: An Internal Audit Guide
Yes. Internal audit teams can replace manual sampling of 25-50 items with continuous data testing that evaluates 100% of the population. This guide explains how automated evidence collection transforms internal audit workpapers and where traditional tools fall short.
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.