Fully homomorphic encryption lets your AI systems process patient data without ever seeing it. HIPAA compliance becomes architectural, not procedural. The plaintext never exists on any server.
AI systems processing protected health information create attack surfaces that did not exist five years ago. Training data leaks expose patient records. Inference output caching stores PHI in unencrypted memory. Log aggregation captures sensitive fields in plaintext. Prompt injection attacks can extract patient data from model context.
Traditional encryption requires decryption at the point of use. Every time an AI model reads a patient record, a plaintext window opens. That window exists in RAM, in logs, in swap files, and in cache layers. A single compromised process exposes every record it touched.
Access controls restrict who can reach the data. They do not protect the data once it is reached. Role-based access, network segmentation, and VPN tunnels all assume the endpoint is trusted. The moment an AI model processes a patient record, that assumption breaks.
Encryption-at-rest protects data on disk. Encryption-in-transit protects data on the wire. Neither protects data during computation. When the AI model needs plaintext to operate, both layers are stripped. HIPAA requires protection of PHI in use, not just at rest and in transit. The gap between "encrypted storage" and "plaintext processing" is where breaches happen.
H33's fully homomorphic encryption processes PHI while it remains encrypted. Biometric matching, record lookups, population health analytics -- all performed on ciphertext. The AI model receives encrypted inputs and produces encrypted outputs. It never touches plaintext.
The plaintext never exists on any server. Not during processing. Not in logs. Not in cache. Not in swap. Not in core dumps. A breach of the processing server exposes ciphertext that is computationally indistinguishable from random noise. There is no key on the server to decrypt it.
This is not a policy control. It is a mathematical guarantee. The security of BFV lattice-based encryption does not depend on configuration, patching, or human compliance. It depends on the hardness of the Ring Learning With Errors problem, which remains secure against both classical and quantum computers.
Purpose-built modules for healthcare organizations, each backed by FHE and post-quantum cryptography.
Encrypted healthcare records with native FHIR R4 support. Field-level PHI encryption using Kyber-1024. Query encrypted patient databases without decryption. Integrates with Epic, Cerner, and SMART on FHIR.
Learn moreEncrypted AI inference monitoring for regulatory compliance. FHE wraps your AI so it computes on encrypted data. ZK-proof decision logging for auditability. Covers EU AI Act, HIPAA, GDPR, and SOX requirements.
Learn moreEncrypted patient identity verification. Biometric templates are encrypted at enrollment and never decrypted. Matching happens entirely on ciphertext. Prevents biometric data breaches by design.
Learn moreQuery encrypted EHR databases without exposing search terms or results. Supports range queries, keyword search, and Boolean filters on encrypted patient records. The database server never learns the query or the result.
Learn more100% HIPAA compliance tracked and verified continuously through Drata. All 18 PHI identifiers encrypted with Kyber-1024. Administrative, technical, and physical safeguards documented and audited.
Independent third-party audit of security, availability, and confidentiality controls. 114+ controls monitored continuously. Evidence collected automatically.
Business Associate Agreement included with every plan. Covers all PHI processed through H33 infrastructure including FHE-encrypted records, biometric templates, and audit logs.
HATS Tier 1 audit trail retention. Immutable append-only logs with SHA3-256 chain hashing. Every access, computation, and key operation recorded and preserved.
Every audit record is signed with CRYSTALS-Dilithium post-quantum digital signatures. Tamper-evident by construction. Independently verifiable by any third party.
FHE, zero-knowledge proofs, and Dilithium signatures execute in a single API call. No GPU required. ARM CPU only.
FHE-encrypted PHI processing, post-quantum audit trails, and a BAA included at every tier. Deploy in hours, not months.