AI Audit Quality Monitoring Agent

Automating Audit Quality Control Monitoring with AI
Continuous AQI Tracking and Threshold Monitoring
The agent calculates audit quality indicators in real time—cycle times, rework rates, evidence sufficiency scores, and plan completion—flagging exceptions the moment thresholds are breached.
Automated Evidence Verification and QC Checks
AI-powered analysis verifies workpaper completeness, checks for required elements (objectives, scope, criteria, findings linkage), confirms sign-offs and independence attestations, and scores evidence sufficiency without manual file reviews.
Risk-Based Alerting and Corrective Action Routing
When quality issues surface—missing approvals, overdue reports, or weak evidence linkage—alerts route automatically to engagement managers with SLAs, escalating material exceptions to the CAE for immediate attention.
How Cassidy automates audit quality monitoring using AI
Step 1: Connect to audit management systems
Cassidy integrates with your audit management platform, timekeeping tools, issue tracking systems, and learning management systems to pull engagement metadata, workpapers, approvals, timestamps, and remediation data into a unified Knowledge Base.
Step 2: Calculate and monitor AQIs
The Workflow automatically computes audit quality indicators—rework rates, cycle times, findings density, stakeholder satisfaction scores, and conformance metrics—against your defined thresholds and historical baselines.
Step 3: Verify evidence and QC compliance
Cassidy's AI analyzes workpapers to confirm required elements are present, checks cross-references and sign-offs, evaluates evidence sufficiency, and flags missing independence attestations or weak criteria-to-conclusion linkage.
Step 4: Generate alerts and route corrective actions
When AQIs breach thresholds or QC checks fail, Cassidy triggers alerts to the appropriate engagement managers via Slack or Teams, creates corrective action tasks with owners and due dates, and escalates material exceptions to the CAE.
Step 5: Surface insights and deliver conformance reporting
Cassidy compiles AQI dashboards with trends and drill-downs, identifies systemic root causes across engagements, and generates QAIP summary reports ready for Audit Committee presentation—complete with conformance statements and improvement recommendations.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast


