Healthcare & Life Sciences
Clinical data at exact precision. Cryptographically proven.
Store and query patient embeddings, genomic data, and pharmaceutical research at fp64 exact precision with ML-DSA-65 attestation on every artifact.
The problem
Healthcare data demands precision and provenance.
Clinical decision support, genomic analysis, and pharmaceutical research require exact numerical precision. fp32 approximation is not acceptable when patient outcomes depend on the data. Current infrastructure fragments this data across multiple stores with no cryptographic proof of integrity.
Precision requirements
Clinical data cannot tolerate approximation. fp32 vector databases introduce numerical error that compounds across analyses.
Data provenance
Regulators require audit trails proving data integrity. Most data stores lack cryptographic attestation.
Multi-store fragmentation
Patient records in one service, embeddings in another, genomic data in a third. Each copy creates a compliance surface.
Scale vs. precision trade-off
Existing solutions force a choice: exact precision at small scale, or approximation at large scale. Not both.
The solution
Exact precision. Cryptographic proof. One platform.
100%
Recall at fp64
Full double precision. No approximation, no numerical drift.
200M entries
Entries per GPU
At 277 bytes per entry. Exact precision at scale.
ML-DSA-65
Post-quantum attestation
FIPS 204 compliant signatures on every artifact. Future-proof against quantum attacks.
20.4 ms
Query latency (p50)
Clinical decision support at memory bandwidth. No disk, no network hops.
Use cases
What healthcare teams use HX-SDP for.
Patient embedding search
100M patient embeddings at exact fp64 precision. Sub-millisecond retrieval for clinical decision support.
Genomic data analysis
Store and query genomic sequences in structural form. One representation for alignment, variant calling, and annotation.
Pharmaceutical research
Molecular embeddings, compound similarity search, and ADMET prediction from a single GPU-resident platform.
Clinical trial data
Exact-precision storage with cryptographic attestation. Prove data integrity to regulators.
Medical imaging embeddings
Store and search radiology, pathology, and dermatology image embeddings at scale.
Regulatory compliance
ML-DSA-65 signed receipts on every artifact. Audit trail from ingest to query result.
Compliance
Built for regulated environments.
Cryptographic attestation
ML-DSA-65 (FIPS 204) post-quantum signatures on all benchmark artifacts. Receipt chain proves data integrity from ingest to query.
SOC 2 & HIPAA
SOC 2 Type II and HIPAA readiness assessments are planned. Contact us for current security posture details and timeline. See trust page →
Contact sales
Workload-scoped engagements
Healthcare workloads require fp64 exact precision with full attestation. Engagements are scoped to entry count, precision tier, and support requirements. Request access →
Talk to our healthcare data team.
Describe your data volumes, compliance requirements, and precision needs.