23 Mar 2025

AI tools that can be used by an IT Auditor

1. AI-Powered Audit & Compliance Platforms

These platforms help automate ITGC and ITAC audits by streamlining risk assessments, compliance tracking, and audit workflows.

2. AI for Data Analytics & Continuous Monitoring

These tools help auditors analyze large datasets, detect anomalies, and continuously monitor IT controls.

  • ACL Robotics (by Galvanize) – AI-powered analytics for fraud detection and automated IT control testing.

  • CaseWare IDEA – Helps in data-driven audits by identifying patterns and outliers in financial transactions.

  • SAP Audit Management – Designed for SAP environments, it automates ITGC testing and generates real-time compliance reports.

  • Alteryx – AI-driven data preparation and analytics tool for auditing large IT and financial datasets.

3. AI for Access & Security Control Reviews

These tools automate user access reviews, role-based access control (RBAC) validation, and identity governance.

4. AI for Risk & Compliance Management

These AI-powered GRC (Governance, Risk, and Compliance) tools help organizations track regulatory compliance, ITGC risks, and control weaknesses.

  • RSA Archer – Provides AI-driven risk assessments and automated compliance tracking.

  • ServiceNow Risk & Compliance – Uses AI to streamline ITGC and ITAC audits through automated risk assessments.

  • OneTrust GRC – AI-powered tool that helps organizations manage IT governance and compliance.

5. AI for IT Change Management & SOX Compliance

These tools help in monitoring IT changes, detecting unauthorized modifications, and ensuring compliance with SOX requirements.

  • Splunk – Uses AI-driven log analysis to detect unauthorized system changes.

  • LogicGate Risk Cloud – Automates SOX compliance reporting and ITGC control monitoring.

  • ControlPanelGRC – Specialized in SAP compliance, it automates ITGC/SOX audits and tracks system changes.

6. AI for Process Mining & Automated Controls Testing

These tools use AI-powered process mining to identify IT control failures and automate compliance testing.

  • Celonis – AI-driven process mining tool that visualizes IT control gaps and inefficiencies.

  • UiPath – Uses robotic process automation (RPA) to automate ITGC and ITAC testing.

  • Automation Anywhere – RPA-powered tool for automating IT control testing and continuous monitoring.

How These AI Tools Help in ITGC & ITAC Audits

ITGC (IT General Controls) Audits: These AI tools help automate user access reviews, change management, and security control testing.
ITAC (IT Application Controls) Audits: AI can validate application controls, detect data anomalies, and test workflow integrity.
SOX Compliance: AI-powered platforms can continuously monitor ITGC and ITAC controls, reducing audit fatigue.

ITGC audits typically assess controls related to access management, change management, backup & recovery, and IT operations.

1️⃣ Access Management & Identity Governance

AI can help automate user access reviews, detect unauthorized access, and assess Segregation of Duties (SoD) violations.

2️⃣ Change Management & Configuration Control

AI tools can detect unauthorized system changes and configuration drift across IT systems.

  • Splunk – Uses AI-driven log analysis to detect unauthorized system changes.

  • LogicGate Risk Cloud – Tracks IT changes for SOX compliance.

  • ControlPanelGRC – Best for SAP compliance audits, automating ITGC/SOX audit logs.

3️⃣ IT Operations & Backup Monitoring

AI-driven monitoring can detect operational failures, assess backup integrity, and analyze system uptime.


IT Application Controls (ITAC) audits focus on validating automated business process controls within ERP systems like SAP, Oracle, and Workday.

1️⃣ AI-Powered Data Analytics & Continuous Monitoring

AI helps analyze large datasets to detect control failures and anomalies.

  • CaseWare IDEA – Identifies anomalies in financial transactions for fraud detection.

  • ACL Robotics (by Galvanize) – AI-powered fraud detection and ITAC testing.

  • Alteryx – Automates data validation and analytics for ITAC audits.

2️⃣ Process Mining for IT Application Controls

AI-based process mining can trace transactions, visualize IT controls, and detect ITAC failures.

  • Celonis – AI-driven process mining for identifying ITAC control gaps.

  • UiPath – Uses RPA to automate ITAC testing for ERP systems.

  • Automation Anywhere – Automates ITAC assessments for SAP and Oracle.

🔹 AI for SOX Compliance & SOC Audits

For SOX 404 and SOC 1/SOC 2 audits, AI tools help with compliance automation and continuous monitoring.


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