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Solution

Research Foundations

Reduce quantum research costs while increasing quality. QCOS provides multi-tenant governance, automatic compliance, and evaluation minimization for research consortia.

The Challenge

Organizations face unique challenges when adopting quantum computing.

Evaluation Overhead

VQE/QAOA algorithms require 100-300 circuit evaluations to converge, consuming QPU time, queue cycles, and researcher attention.

Budget Control & Attribution

Multi-tenant research environments need cost attribution by project, grant, and researcher with budget caps and chargeback.

Compliance Burden

Manually collecting evidence for Horizon Europe, EuroHPC, and NSF deliverables takes days per experiment.

Reproducibility Crisis

Missing metadata (seeds, versions, transpiler settings) makes experiments irreproducible when team members leave.

How Softquantus™ Helps

Our integrated platform addresses each challenge with purpose-built solutions.

Evaluation Minimization

QCOS uses acceptance criteria and adaptive policies to reach targets in 17-40 evaluations instead of 100-300+ (78-94% reduction in measured benchmarks).

Multi-Tenant Governance

Built-in quota management, cost attribution, and chargeback for research consortia. Track spending by project, grant, and researcher.

Automatic Evidence Bundles

Generate audit-ready evidence packages in minutes instead of days. Includes circuit hashes, backend snapshots, and reproducibility manifests.

Fair Hardware Comparison

Vendor-neutral benchmarking for procurement decisions. Compare QPUs with standardized workloads and normalized metrics.

Key Benefits

78-94% reduction in circuit evaluations (100+ → 17-40 measured)
Automatic compliance for Horizon Europe and EuroHPC
Cost attribution by project/grant/researcher
Reproducibility manifests for peer review
Drift detection reduces reruns from 10-25% to <3%
Fair QPU benchmarking for procurement committees
Evidence packaging: minutes instead of days
Multi-tenant access controls and collaboration

Ready to get started?

Talk to our team about how Softquantus™ can help your organization succeed with quantum computing.