Can Advanced Optimization Fit Your Workflow? | Integration & Access Assessment

How do you currently prefer to run optimization or simulation workflows?

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Within existing engineering tools (e.g., MATLAB / Simulink / CAD/CAEUsing custom scripts (Python / APIs)Using cloud-based platforms (web interfaces)Hybrid approach (combination of tools)

If advanced optimization (e.g., quantum-inspired methods) were available, how would youprefer to access it?

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Directly within existing tools (e.g., MATLAB integration)Through a Python SDK (for automation and scripting)Via a cloud-based platform (no setup required)As APIs integrated into internal systemsNo strong preference

How do you typically decide between running workloads on internal infrastructure vs cloudplatforms?

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Prefer on-premise (HPC / GPUs) for control and securityPrefer cloud for scalability and ease of useUse a hybrid model depending on workloadDepends on organizational constraints

For complex optimization tasks, what matters most in your workflow?

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Full programmability (Python / APIs for automation)Ease of use within familiar tools (e.g., MATLAB interface)A balance of bothDepends on project complexity

What challenges do you face when adopting new optimization methods (e.g., quantum-inspired techniques)?

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Need to change existing workflowsLearning new concepts or parametersIntegration with current systemsPerformance or infrastructure limitationsLack of clear documentation or guidance

If using optimization as part of a larger system (e.g., digital twins, simulation pipelines), whatcapabilities are most important?

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Easy integration with existing tools/workflowsReliable API performance for large-scale simulationsData security and access controlReal-time or batch processing supportMonitoring and debugging capabilities

Would you be interested in trying advanced optimization within your current workflow?

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Yes – within existing tools (e.g., MATLAB)Yes – open to new tools (Python / Cloud)Maybe – need more informationNot currently

Would you like early access to BQPhy®?

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MATLAB ToolboxPython SDKCloud PlatformEnterprise APINot at this time

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