COMPRESSâ„¢
Enterprise-grade semantic compression for regulated industries. Air-gapped deployments, zero-knowledge processing, post-quantum security.
What is AQEA Compress?
Domain-adaptive semantic compression that reduces embedding dimensions by up to 320× while preserving semantic quality. No retraining of your existing embedding models required.
Unlike traditional dimensionality reduction, AQEA Compress uses steerable "Lenses" to adapt compression to your specific domain—without touching the underlying model.
Validated Performance
Validated with human labels [GT-H] • Technical Report
The Lens System
What is a Lens?
A ~35KB steering file that defines semantic focus without modifying the underlying embedding model. Train custom Lenses in minutes on CPU.
Focus Mode
Amplify specific semantic dimensions. Legal contracts? Medical terminology? Financial compliance? Each domain gets its own optimized Lens.
Shield Mode
Block unwanted semantic content. Remove bias, filter sensitive data, or exclude specific concept spaces from your results.
Enterprise Security Tiers
Enterprise
Standard enterprise deployment with industry-grade security.
Zero-Knowledge
Data never leaves your control. Ever.
Fully Autonomous
Complete air-gapped isolation. No external dependencies.
Air-Gapped Deployment
For organizations that cannot—or will not—connect to external networks, AQEA Compress operates in complete isolation. No telemetry, no updates, no external calls.
Deploy on your own infrastructure with full control. The system runs entirely on-premise with no dependency on external services.
AQEA Prism
Enterprise document intake pipeline. Automatically process, compress, and index documents at scale.
Standard vs Enterprise
| Feature | Standard | Enterprise |
|---|---|---|
| Compression Engine | ✓ | ✓ |
| Custom Lenses | 5 max | Unlimited |
| Deployment | Cloud API | Air-Gapped |
| Encryption | TLS 1.3 | PQC (Kyber) |
| Compliance | — | HIPAA/ITAR/NATO |
| Support | Community | 24/7 Dedicated |
| SLA | — | 99.99% |
| AQEA Prism | — | ✓ |
Ready for Enterprise?
Let's discuss your security requirements and find the right deployment model for your organization.
Looking for the standard version? Try AQEA Compress Free →