Answers
No. Modern platforms are designed for auditors with guided workflows, explainable outputs, and vendor support for model tuning.
Use documented thresholds, periodic model reviews, human override protocols, and diverse training data validated against known outcomes.
Choose platforms with encryption, role-based access, audit trails, and compliance certifications aligned to your jurisdiction.
Tune thresholds iteratively, provide feedback to models, and combine automated screening with auditor judgment on materiality.
Pilot programs often show measurable time savings within one engagement cycle; firm-wide ROI typically emerges over 6-12 months.
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