About Cyber-Circuit

From Quantum Lab to Enterprise Defense

Cyber-Circuit is a quantum-hybrid threat intelligence platform that fuses QLLMe™, strategic AI agents, and GPU-accelerated quantum pipelines to help enterprises detect, explain, and respond to multi-vector attacks—faster and with fewer false positives.

Our Story

  • Built after executing 1000+ IBM Quantum jobs (Brisbane, Sherbrooke, Torino).
  • Quantum measurement data → correlation matrices revealing relationships classical tools miss.
  • Hardened in field pilots with SIEM feeds, MCP orchestration, and full audit trails.
⚛ Quantum-trained 🧠 QLLMe™ Engine 🚀 GPU-Accelerated 🛰 Live Intel

96.7%

Detection Accuracy

60%

Fewer False Positives

3–4×

Faster Time-to-Signal

What Makes Us Different

  • Quantum-Classical Fusion: TFQ + Cirq models feeding network forensics.
  • Strategic Agent System: Confidence scoring + explainable decision history.
  • Production-Ready: Hot-load models (.h5/.pkl), Redis queues, Prometheus telemetry.
  • Compliance-Aligned: HIPAA, PCI-DSS, SOC 2, GDPR exports.

Milestones

Phase 1

Quantum Data Acquisition

1000+ IBM jobs; training sets with 1,024,000 samples and 32-D latent features.

Phase 2

Hybrid Modeling & QLLMe™

Quantum-enhanced LLM reasoning aligned to response playbooks.

Phase 3

Production Pilots

SIEM/event logs, MCP orchestration, automated containment with explainable metrics.

Amit Brahmbhatt

Founder & Chief Architect • Quantum-Hybrid Security, GPU & RDMA pipelines

Executive Advisor

Enterprise Security Strategy • Compliance & GTM

Research Collaborator

Quantum ML • TensorFlow Quantum • Cirq

Trusted Foundations

  • Linux deployment ready • NVIDIA RTX optimized • Kubernetes-friendly
  • Observability-first operations with Prometheus and audit logging
  • Exportable compliance reports (HIPAA • PCI-DSS • SOC 2 • GDPR)

Contact us

Interested in working together? Fill out some info and we will be in touch shortly. We can’t wait to hear from you!