Survey

Can Advanced Optimization Fit Into Your Current Workflow?

Most teams don’t lack algorithms. They struggle with:

Integration into existing tools
Workflow disruption
Infrastructure constraints

1. Free trial license for PoC

2. Acadmia and Student licenses for Research

3. Enterprise Licenses

Evaluate how easily new optimization methods can fit into your setup.

Takes ~2 minutes

Evaluate Fit & Access

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)

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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

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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

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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

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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

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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

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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

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Would you like early access to BQPhy®? *

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MATLAB ToolboxPython SDKCloud PlatformEnterprise APINot at this time

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