Redaction
Permanently removing or obscuring sensitive information from a document so it cannot be viewed or recovered.
Related terms
Audit Trail
A chronological, tamper-resistant record of data access and redaction activity used to prove compliance during a review.
Entity Detection
The AI-driven process of automatically identifying sensitive data types — names, IDs, medical terms — before redaction.
Governance Dashboard
A monitoring interface tracking redaction activity, protected entities, audit trails, and jurisdiction-level obligations in one view.
Regulated Data
Information subject to specific legal protections — medical, financial, KYC — that must be handled to defined standards.
Regulatory Compliance
Meeting the legal and industry-specific requirements that govern how an organization handles data and deploys AI.
Risk Assessment
A structured process of identifying, evaluating, and prioritizing risks to data, systems, or AI deployments before they cause harm.
See Redaction in practice
Questa AI anonymizes sensitive data before it reaches any AI model — across documents and live prompts, with governance and data-residency control.