Quantum Use Case Validation Tool
Identify where quantum delivers real value—before you commit to R&D. Our self-paced tool evaluates impact and algorithm fit for your specific problem, benchmarking against classical, quantum-inspired, and hybrid approaches.
Free during beta. Paid tiers coming soon.
How It Works
The Use Case Validation Tool guides you through our proprietary evaluation frameworks, designed to cut through hype and focus on measurable value.
Use Case Discovery – Define your problem, objectives, and constraints.
Impact Assessment – Evaluate the potential business and scientific impact of applying quantum.
Technical Assessment – Test algorithm fit against classical, quantum-inspired, and hybrid methods.
Reports Delivered – Receive tailored Impact and Technical Reports with clear recommendations.
Decide with Confidence – Move forward only where quantum can add real, near-term value.
Two Reports, One Clear Decision
Quantum tech is advancing fast—but not every use case is ready for it. We help you cut through the hype and find the real opportunity.
Impact Report — the ‘Why’
Identify whether quantum is worth pursuing by analyzing the business and computational drivers behind your use case. The Impact Report examines:
Business impact — potential cost savings, faster decision cycles, improved accuracy, or competitive differentiation.
Computational pressure points — problem size, data complexity, and where classical algorithms begin to plateau.
ROI potential — whether quantum or hybrid approaches could offer measurable advantages over existing methods.
This report is your first checkpoint for understanding if quantum is relevant, valuable, and timely for your team or organization.
Technical Report — the ‘How’
Understand the practical feasibility drivers of applying quantum methods to your use case. The Technical Report evaluates:
Algorithmic fit — how well your problem maps to known quantum, hybrid, or quantum-inspired algorithms.
Data requirements — volume, structure, and quality needed for classical vs. quantum approaches.
Hardware readiness — compatibility with today’s quantum and hybrid systems, and when future hardware may matter.
Baseline comparisons — ensuring quantum adds value beyond strong classical methods.
This report provides a clear view of what’s possible now, what’s promising soon, and what remains over the horizon—so you can plan with confidence.
Tailored for Quantum Adoption Decision-Makers
This tool is designed for professionals and organizations making strategic decisions about quantum adoption. Whether you’re exploring new products or evaluating portfolio opportunities, the Use Case Validation Tool provides the evidence you need to move forward with confidence.
ML/AI and data science leaders – assess when quantum or hybrid algorithms can provide an edge over classical approaches.
Innovation and R&D teams – evaluate use cases for quantum feasibility and identify where proof-of-concepts will have the greatest impact.
Technology strategy groups – compare classical, quantum-inspired, and hybrid methods to optimize current machine learning and optimization workflows.
VCs and incubators – gauge quantum’s strategic edge for startups and portfolio companies, and identify high-value opportunities.
Academic researchers & research professionals - discover where quantum, quantum-inpsired, and hybrid models can provide advantage over classical approaches
Beta Access
The Use Case Validation Tool is free while in beta. Paid tiers will include advanced benchmarking, enterprise privacy options, and private collaboration workspaces.
Note: In the video above, you’ll hear us refer to the Innovation Lab. That was the early name for this tool—everything shown is now part of the Use Case Validation Tool.