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Anoni helps professionals use AI with confidential documents without exposing the information inside them. Legal teams, HR departments, healthcare organizations, accountants, consultants, and public-sector teams often cannot send contracts, CVs, case files, patient information, or client records to AI tools because those documents contain personaland sensitive data. Manual redaction is slow, error-prone, and can make a document difficult to use. Anoni solves this by processing documents locally on the user’s machine. It detects personal and confidential information, then anonymizes, pseudonymizes, or redacts it before the document is shared, analyzed, or used with AI. Documents are not uploaded to a cloud-processing service. Anoni is built in France for privacy-conscious AI, document review, collaboration, and data-preparation workflows. It includes local processing, configurable detection, realistic pseudonymization, and locally generated reporting.