# Superpositions Studio

Superpositions Studio builds practical quantum algorithms and applied quantum workflows for industry.

## Canonical Resources

- Homepage: https://superpositions.studio/
- Quantum Solutions Library: https://superpositions.studio/quantum-solutions-library
- Sitemap: https://superpositions.studio/sitemap.xml
- Robots policy: https://superpositions.studio/robots.txt
- API catalog: https://superpositions.studio/.well-known/api-catalog
- API docs: https://superpositions.studio/.well-known/api-docs.md
- Markdown homepage summary: https://superpositions.studio/home.md

## Public Page Groups

- Quantum Solutions Library: applied use cases, algorithm explainers, and benchmark comparisons
- Algorithms: Grover, HHL, HQNN, QAOA, QNN, QSVM, quantum annealing, and VQE
- Finance: fraud detection, portfolio optimization, portfolio knapsack, and VaR/CVaR risk estimation
- Healthcare: breast cancer classification with QSVM and LS-QSVM/HHL
- Manufacturing: anomaly detection, hydraulic monitoring, melt pool classification, predictive maintenance, and steel fault detection
- Chemistry and materials: molecular optimization with VQE

Agents should use the sitemap as the canonical crawl list for public pages and the API catalog for machine-readable discovery metadata.