EST. JUNE 2026 • WARREN, MICHIGAN • VETERAN-OWNED

QUANTUM
RESEARCH
LABORATORIES

Advancing U.S. quantum leadership through practical, high-impact solutions in quantum computing, hybrid algorithms, and security.

5
TARGETED OPEN CHALLENGES
NISQ
TO EARLY FTQC BRIDGE
VOSB
CERTIFICATION PATHWAY
SCROLL TO EXPLORE
MISSION

Quantum Research Laboratories LLC advances U.S. quantum leadership by developing practical, high-impact solutions to critical open challenges in quantum computing, algorithms, and security.

As a veteran-owned enterprise, we bridge NISQ-era capabilities with the engineering path to fault-tolerant systems—delivering innovative software tools, hybrid algorithms, and defense-relevant technologies that strengthen national security while driving scientific discovery and sustainable commercial progress.

STRATEGIC FOCUS

Targeted Open Questions

We concentrate resources on high-impact, addressable challenges where expertise in computing systems, cybersecurity, and hybrid architectures delivers differentiated value. The portfolio is explicitly dual-use and phased by technical readiness.

SHORT-TERM (2026–2029): NISQ-ERA IMPACT
MEDIUM-TERM (2029–2035): EARLY FTQC & SCALABLE SYSTEMS
NISQ • SHORT-TERM
NISQ Error Mitigation & Benchmarking
Making error mitigation techniques more efficient, workload-aware, and reproducible for defense-relevant hybrid workloads on near-term hardware.
QRL contribution: Lightweight, open-source defense-oriented toolkits and benchmarking suites for optimization & simulation on IBM, IonQ, and AWS hardware.
NISQ • SHORT-TERM
Hybrid Optimization Algorithms
Applying QAOA, VQE variants, and quantum-inspired methods to logistics, routing, resource allocation, and autonomous system tasking in contested environments.
QRL contribution: Build and validate hybrid solvers targeting DoW-relevant datasets and metrics for vehicle routing and supply chain resilience.
NISQ • SHORT-TERM
PQC Migration & Hybrid Cryptography
Practical transition paths for integrating NIST post-quantum standards into existing DoW and critical infrastructure systems.
QRL contribution: Readiness assessments, hybrid classical-PQC architecture design, and pilot implementation support for defense and industrial clients.
NISQ • SHORT-TERM
Quantum Software Tooling & Developer Experience
Improving quantum programming abstractions, compilers, and verification tools to accelerate adoption by classical systems and secure-systems engineers.
QRL contribution: Extend Qiskit, PennyLane, and Cirq ecosystems with STIG-aligned workflows, secure development patterns, and defense-focused tutorials.
NISQ + BRIDGE
Early Quantum Sensing Integration
Effective fusion of quantum sensor outputs (NV centers, atomic magnetometers) with classical navigation and detection systems for GPS-denied environments.
QRL contribution: Modeling, simulation, and data-fusion frameworks for quantum-enhanced PNT in partnership with sensor hardware developers.
MEDIUM-TERM (2029+)
FTQC Workflows & Hybrid Architectures
Software abstractions, compilation strategies, and orchestration layers required for the first generation of small fault-tolerant quantum computers and scalable hybrids.
QRL contribution: FTQC-aware algorithm libraries, error-correction-aware compilers, modular hybrid architecture prototypes, and reference implementations.
WHAT WE DELIVER

Capabilities & Offerings

01 — NEAR-TERM
Quantum Readiness Assessments & PQC Migration Consulting

Comprehensive evaluations of organizational quantum risk posture, PQC migration roadmaps, hybrid crypto architecture design, and pilot implementation support.

Target: DoW, defense primes, critical infrastructure
02 — NEAR-TERM
Custom Hybrid Algorithm Development & Validation

Design, implementation, and benchmarking of hybrid classical-quantum algorithms for optimization, simulation, and machine learning. Includes workload-specific error mitigation and validation on cloud quantum hardware.

Target: Defense logistics, autonomous systems, advanced manufacturing
03 — FOUNDATIONAL
Quantum Software Tools & Open-Source Contributions

Development of specialized toolkits: error mitigation libraries, defense-oriented benchmarks, and secure quantum development patterns. Active contributions to Qiskit, PennyLane, and related ecosystems.

Builds reputation and creates leverage for engagements
04 — ENABLING
Technical Training & Workshops

Customized training for engineering teams on quantum computing fundamentals, hybrid algorithm development, PQC implementation, and secure quantum system design. Formats include multi-day workshops, embedded programs, and executive briefings.

05 — GROWTH
SBIR/STTR Proposal Support & Joint R&D

Support for client SBIR/STTR proposals in quantum computing, sensing, and security. Direct pursuit of QRL-led Phase I/II awards in aligned areas including quantum algorithms for defense, PQC tools, and quantum sensing integration.

06 — THOUGHT LEADERSHIP
Publications, White Papers & Research Outputs

Peer-reviewed papers, technical reports, and white papers addressing targeted open questions. Positions QRL as a credible contributor and generates inbound opportunities.

Longer-term: reference architectures and licensed frameworks as FTQC matures
PHYSICAL & VIRTUAL INFRASTRUCTURE

Operations & Advantages

Headquartered in Warren, Michigan — strategically positioned adjacent to the U.S. Army Ground Vehicle Systems Center (GVSC) and within Michigan’s defense and advanced manufacturing ecosystem.

Location Advantages
  • → Immediate proximity to GVSC — primary DoW center for ground vehicle modernization and autonomous systems
  • → Access to Michigan defense industrial base, automotive manufacturing, and research universities (U-M, MSU, Michigan Tech)
  • → Dual-use focus on supply chain resilience and contested logistics — natural alignment with quantum optimization and sensing
  • → Lower operating costs than coastal hubs with excellent remote connectivity to national labs and program offices
Technology & Compliance
  • → Quantum access via IBM Quantum Network, AWS Braket, Azure Quantum, IonQ
  • → Python-centric stack: Qiskit, PennyLane, Cirq, Qiskit Aer, cuQuantum + classical HPC integration
  • → STIG-hardened environments, CMMC/NIST 800-171 aligned processes from day one
  • → SAM.gov registration, VOSB/SDVOSB pursuit, CAGE/UEI, basic NIST 800-171 / CMMC Level 1 readiness
PRIMARY GO-TO-MARKET Federal & Defense (60%+ early revenue) — SBIR/STTR, OTA, DoW components, defense primes
ENABLING CHANNELS National Labs (Fermilab SQMS, Sandia, Oak Ridge) • Michigan universities • Selective commercial (logistics, manufacturing, finance)
INITIAL MODEL Home-based / virtual with secure remote access • Low overhead • Founder-led technical execution with contractor support for non-core functions
FOUNDER-LED • VETERAN-OWNED

Leadership

John Michael Cook
FOUNDER & SOLE MEMBER
U.S. Air Force veteran • Computer Engineer • Defense Technology Specialist
John Michael Cook established Quantum Research Laboratories LLC on June 2, 2026 as a single-member veteran-owned LLC headquartered in Warren, Michigan. He brings deep expertise in computer engineering, DoW cybersecurity (STIG, PKI, secure systems), embedded/Linux development, and high-performance computing integration — providing immediate credibility in hybrid quantum-classical environments and the secure deployment of quantum technologies.
100% Member-Managed
EIN: 42-2921064
Veteran Fee Waiver Approved (Michigan LLC Act §1101(7))
QRL begins as a lean, founder-executed organization. We scale through strategic contractor and consultant support, open-source contributions, publications, and Michigan’s engineering talent pool. Full-time hires will follow sustainable revenue.
Practical quantum.
National impact.

QRL is actively pursuing initial consulting engagements, SBIR/STTR opportunities, and strategic partnerships with government program offices, defense primes, national labs, and commercial organizations aligned to our open research questions.

VIEW IMPLEMENTATION ROADMAP
REGISTERED OFFICE
Quantum Research Laboratories LLC
11236 Martin Rd, Warren, MI 48093
EIN 42-2921064 • Veteran-Owned Small Business (VOSB/SDVOSB pathway)
Business Plan (PDF) — available to qualified partners & program offices upon request