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How is company data anonymized before AI training?

By Noah Loul · Updated

Short answer

Company data is anonymized by removing or transforming identifiers: redacting names and contact details, replacing IDs with tokens, generalizing dates and locations, aggregating values, and blurring faces or altering voices. Results should be sampled and reviewed, since automated tools miss things.

Techniques#

Redaction, tokenization, generalization, aggregation, media masking.

Anonymized vs. pseudonymized#

Pseudonymized data can still be personal data under laws like GDPR.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

Talk to SourceX#

SourceX helps companies turn selected business records into licensed datasets for AI. We manage enterprise data licensing end to end: sourcing, qualification, rights review, contracts, preparation, delivery and payment. See if your company's data qualifies. No data is shared during the initial assessment.

Related resources

See if your company qualifies

A short company assessment. No data uploads are needed.

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See if your company qualifies