Coherent-state learning
on classical silicon.
Identity preserved.

TQNN is a global phase-coherent quantum-classical substrate that maintains internal identity across updates. It runs on conventional hardware at room temperature and exposes a restricted runtime interface for EEG, financial, tabular, and other time-varying signals.

Substrate, not a model · Runtime access only · No open-source core
Substrate
Global phase-coherent hybrid engine
Identity is preserved across adaptation cycles through coherent-state continuity.

What it does

Maintains a persistent internal identity while adapting to signal changes.

  • No catastrophic forgetting
  • Coherent identity continuity
  • Multi-domain compatibility
  • Long-horizon signal retention

Access model

Runtime access only. Substrate remains sealed under TQNN Labs control.

  • Sandbox API access
  • Enterprise runtime licensing
  • Cluster deployment licensing
  • Sovereign infrastructure integration
Licensing
Runtime access tiers
Substrate ownership remains exclusively with TQNN Labs.
Tier 1 · OEM Runtime
Consumer & Device Integration
For embedded hardware and OEM deployment.
$0.55–$1.40 per activated device
  • 5-year term
  • Runtime integration support
  • Device-level deployment
Target: OEM, AR, automotive, wearable systems
Tier 2 · Data Center / HPC
Cluster & Research Execution
For research labs and HPC clusters.
$780–$1,950 per node / year
  • Cluster execution licensing
  • Runtime isolation
  • Research-grade deployment
Target: labs, hospitals, sovereign compute
Tier 3 · Strategic / Sovereign
Jurisdictional Substrate Access
For sovereign and national-scale deployment.
Custom strategic agreements
  • Dedicated runtime access
  • Strategic alignment
  • Jurisdictional isolation
Target: national infrastructure and sovereign partners
Runtime access only. Substrate ownership retained by TQNN Labs.
Portals
Access pathways
Sandbox and enterprise runtime access channels.
● Enterprise Licensing

Request Runtime Access

Contact TQNN Labs directly for enterprise runtime licensing.

tqnnlabs@gmail.com

● Sandbox Access

AnyEngine Sandbox

Developer sandbox runtime access via API repository.

View API Repo