Enable AI workflows on sensitive data with built-in control and verification. Induz Confidential AI Controls data exposure, transformation, and delivery policies, ensuring only the right data reaches the right model, in the right form.
Induz Confidential AI combines data control, transformation, and verification into a single system. Data is processed within secure environments, transformed based on policy, and delivered only after validating the execution environment.
Define how each field is exposed, full, masked, tokenized, or anonymized based on schema and compliance requirements.
Tokenization and anonymization are applied directly in the data path, eliminating external pipelines and integration complexity.
Runtime, model integrity, and GPU environments are verified before delivering sensitive data to AI systems.
Control what data is shared with which model, user, or endpoint—ensuring appropriate access for each use case.
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Traditional AI pipelines rely on separate tokenization systems, data pipelines, and trust in model execution environments. Induz enforces data control, transformation, and verification within a single system reducing risk and operational overhead.
Induz Confidential AI enforces data exposure, transformation, and delivery policies within the system ensuring sensitive data is only shared in controlled and verified ways.
All data shared based on explicit field-level policies
Every request filtered, transformed, and validated
Data sent only after runtime and model validation
Transformation happens within the system boundary
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Traditional tools rely on links and external IAM. Induz enforces access, sharing, and audit within a single confidential system.
External users access data through Spaces, where access is tied to identity and centrally managed.
Access is automatically revoked based on identity, preventing continued access to shared data.
Yes. Access can be configured for view-only (download) , write-only, or full access based on policy.
No. Identity, roles, and access control are built into the system by default.
Yes. Editing happens client-side, while shared state and synchronization remain protected within secure environments.
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