POC Sprints & Experimental Validation
Evidence over demos. Decisions over optimism.
Proof-of-concepts should reduce uncertainty, not create new confusion. QuPracs runs narrow, time-boxed POC sprints designed to answer specific decision questions—using pragmatic benchmarking against classical and quantum-inspired baselines.
Outcomes
What you get at the end of the sprint.
- Decision-grade experimental evidence, not demos
- Clear performance and cost benchmarks against relevant baselines
- Explicit limitations and failure modes documented
- A recommendation to proceed, pivot, defer, or stop
- Artifacts leadership can trust and circulate internally
What makes our POCs different
Most POCs fail because they are designed to prove possibility, not to inform decisions.
- We start with a decision question, not an algorithm
- We benchmark against classical and quantum-inspired approaches
- We treat “no improvement” as a valid and valuable outcome
- We document assumptions, constraints, and breakpoints explicitly
What we build
Scope varies by use case, always feasible today.
- High-fidelity simulator-based experiments
- Quantum-inspired or hybrid solvers
- Limited hardware access where justified
- End-to-end experimental pipelines (data → solver → evaluation)
How it works
Engagement flow (typical 4–6 weeks).
- Confirm the decision question and success criteria
- Lock scope, baselines, and evaluation metrics
- Implement narrow experimental pipelines
- Run controlled experiments across baselines
- Compare performance, cost, scalability, and robustness
- Identify breakpoints and sensitivities
- Executive readout
- Clear recommendation: proceed, pivot, defer, or stop
For simpler use cases, we compress this to 4 weeks.
Inputs
What we need from you to run a clean sprint.
- A screened and prioritized use case (typically from Service 02)
- Access to representative datasets (or realistic proxies)
- Agreement on evaluation metrics and decision thresholds
- Stakeholders for mid-sprint and final reviews
Deliverables
Explicit artifacts you can circulate internally.
- Experimental Results Summary (executive-level)
- Benchmark Comparisons (classical vs quantum-inspired vs quantum)
- Assumptions & Limitations Log
- Decision Memo with next-step recommendation
- Reusable experiment artifacts (where appropriate)
When it’s the right fit
Signals that a sprint will produce decision-grade clarity.
- A use case has passed strategic screening
- Leadership wants evidence before committing further investment
- You need clarity, not optimism
- You want to avoid scaling the wrong approach
Our POCs are designed to help you decide whether to continue, not to justify continuing.
Ready to test a use case with discipline and pragmatism?
We’ll run a narrow sprint to reduce uncertainty—then recommend proceed, pivot, defer, or stop.