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Resources
For Researchers & Scientists
Test against the best baseline, not a toy one
Formulate, run and compare quantum, quantum-inspired and classical methods on real data, with every run reproducible.
Researchers & ScientistsQuantum algorithm and operations research scientists
Innovation & Technology leadersCTO, CIO, Head of Innovation, quantum programme lead
Business leadersBU heads, COO, strategy: the people who own the problem
Researchers & ScientistsQuantum algorithm and operations research scientists
Developers & Data ScientistsSolver developers, data scientists, ML engineers
IT & DevOpsIT architecture, security, platform and DevOps teams
QCentroid gives quantum and operations research scientists one place to formulate problems, run methods and benchmark them fairly.
On the QCentroid QuantumOps platform, researchers draft formulations such as QUBOs with AI assistance, prototype on GPUs with CUDA-Q, run on simulators and QPUs from several providers, and compare against strong classical baselines. Every run is tracked and reproducible.
- Weeks of formulationA model drafted in hours
- Results in personal notebooksEvery run tracked and reproducible
- One backend at a timeSimulators, GPUs and QPUs side by side
What can Researchers & Scientists do with QCentroid?
Formulate faster
Go from a business description to a mathematical model you can refine, with the data ready to use.
- AI Problem Formulation: variables, objective and constraints drafted
- Synthetic Data Generator: test instances from day one
- Dataset Management: inputs validated before every run
Prototype on real compute
Test ideas in a cloud notebook, simulate on GPUs, then run the same code on QPUs.
- Cloud Jupyter Workspace: nothing to install
- Hybrid Development with CUDA-Q: GPU simulation to QPU
- QPU Topology Visualizer: pick the right device
Benchmark fairly
Run every solver on the same problem, data and conditions, and look beyond a single number.
- Side-by-Side Solver Comparison: equal footing for all methods
- Job Insights: quality, runtime and cost together
- Job Assets: full artefacts for every run
Works with your team
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Developers & Data Scientists
They turn your prototypes into production solvers; you keep ownership of the method.
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Business leaders
They bring the problem and the KPIs; you show the evidence in their terms.
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Innovation & Technology leaders
They decide what to scale; your benchmarks make the case.
Resources for you
Researchers & Scientists
Spend your time on the science, not the setup
Formulate, run and benchmark on one platform.