Applications

What becomes possible
with the AQEA substrate.

Sorted by your role. Find the buyer-path that maps to your problem — RAG infrastructure, edge deployment, enterprise compliance, or a regulated-vertical use-case.

Talk to usFind your path
HyperscalerEdgeEnterpriseRegulatedPer-path live-verifiable

Persona 01

For Hyperscaler / RAG-Engineering Teams

Reduce RAG cost. Eliminate vendor lock-in. Audit retrieval bit-identically.

  • Storage: $100k → $850 per year for 1B embeddings (via Compress).
  • Vendor-neutral: single shader source across CUDA / Vulkan / Metal / WebGPU.
  • Bit-identity audits — month-over-month retrieval reproducibility.
  • Sub-10ms p50 at 10M scale with exact (not approximate) recall.

Path

Start with Gen-5 Shader → 4–6-week engineering eval → integration pilot.

Reference customers under NDA — disclosed on engineering-eval engagement.

Engineering eval (NDA)

Persona 02

For Edge / IoT / Robotics Manufacturers

Remove the dedicated AI silicon line item. Audit-trail your sensor inference.

  • BOM-cost: $0 incremental silicon vs $50–$300/device for Jetson, Coral, Hailo.
  • 13 industrial domains validated on classical signal-processing pipelines.
  • Exceeds Float baseline on noisy sensor streams (voraus-ad 133%, Digit_Fall 174%).
  • Cross-vendor bit-deterministic — same results on x86, ARM, NVIDIA, Apple, browser.

Path

Start with Gen-5 Edge → engineering eval → integration with your device firmware.

Active partners: IP500 Alliance (IoT standardisation), OWIPEX GmbH (industrial sensors, Switzerland), EVALARM (emergency alerting, Germany).

Talk to edge engineering

Persona 03

For Enterprise IT / Compliance Leads

Hallucination liability is a compliance risk. We engineer it out.

  • 0% false positives on LexGLUE 50k legal-document pool.
  • Three security tiers: Standard / Zero-Knowledge / Air-Gapped.
  • Compliance-ready: SOC 2, HIPAA, ITAR, NATO, SCI, SAP.
  • Banking-grade auth: bcrypt-12, CSRF, hash-chained audit log, post-quantum updates.
  • Bifrost architecture: mechanically enforced single egress — your data never leaks.

Path

Start with Compress → enterprise evaluation → procurement-ready.

Active customer: ROMBANKER.

Enterprise evaluation

Persona 04

For Regulated Verticals — Legal · Financial · Healthcare · Pharma

Lens-Packs purpose-built for your vertical.

  • Legal Lens (production): negation-safe retrieval, liability clause detection.
  • Medical Lens (planned Q3): clinical NLP, drug-interaction safety.
  • Financial Lens (planned Q4): regulatory filing analysis.
  • Custom Lens: professional service — bespoke domain tuning.
  • Reversible decoding with audit-trail-grade fidelity (≥0.90 cosine).

Path

Start with Compress Lens → vertical-specific evaluation.

Industrial recycling: STEINAUER Recycling (Switzerland). Banking: ROMBANKER.

Vertical evaluation

Verticals showcase

Domain proofs at a glance.

Financial Trading

Sub-microsecond decision response with CRONOS temporal analytics. While competitors take 10 ms, AQEA responds in 3.3 ns.

Healthcare

Cross-modal medical literature search with Bit-Identity audit trails for regulatory submission.

Autonomous Systems

On-device sensor inference at $0 silicon BOM, audit-trail reversible decoding for safety-case documentation.

Drug Discovery

Encoder-family-agnostic search across chemistry, biology and clinical literature.

Enterprise Knowledge

Deterministic memory layer above LLMs (via Cortex), structured recall without hallucination amplification.

Smart Cities

Real-time temporal pattern recognition (CRONOS) for predictive infrastructure maintenance.

Don't see your use-case?

We work on substrate-class problems. If your domain has time-series, embeddings, sensor streams, or audit requirements — let's talk.

Tell us your problem