Structured & Unstructured Data
Structured data fits neat fields like databases; unstructured data — documents, transcripts, emails — requires AI to extract meaning.
Related terms
Transcripts
Text records generated from voice recordings or documents that often contain sensitive information requiring protection.
Unstructured Data
Free-form information — documents, calls, emails — that lacks a predefined format and often hides sensitive content.
Safe AI Agents
AI-driven tools that redact and anonymize data locally, ensuring protection before any model processing occurs.
Safe Chat Query
A natural-language query made to an AI assistant that operates only on anonymized data, never raw sensitive information.
Safe Reports
AI-generated business reports produced from anonymized data, safe to share without exposing underlying sensitive fields.
Sector-Specific Compliance
Regulatory requirements tailored to an industry — HIPAA for healthcare, AML for finance — dictating how data must be handled.
See Structured & Unstructured Data in practice
Questa AI anonymizes sensitive data before it reaches any AI model — across documents and live prompts, with governance and data-residency control.