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Engineering Modeling, Analysis & AI Workflow Survey — 2026
This is a survey about engineering modeling, analysis, simulation, scripting, and AI workflows.
This survey is fully anonymous and takes ~3 minutes.
Optional Prize: At the end, you may enter a drawing for one of three $25 gift cards.
Deadline: All entries must be submitted by 1-15-2026 to be eligible for the optional prize.
No personal information, names, or company identifiers are collected.
What best describes your field?
What tools do you currently use for modeling/analysis/simulation? (Select all that apply)
What are your biggest challenges with current modeling/analysis tools? (Select all that apply)
How often do you move data between tools e.g. Revit -> Analysis -> Simulation -> Reporting?
How painful is this transfer process?
Do you face hardware or compute limitations?
How often do you write scripts or custom automation for engineering tasks?
What scripting languages do you use? (Select all that apply)
What do you typically script or customize?
Do you currently use Gen AI (LLM's like ChatGPT, LlaMa, Claude, etc.) in engineering work?
What do you use LLM's for? (Select all that apply)
Would AI-assisted modeling or simulation be valuable for your workflow?
What AI-assisted capabilities interest you most? (Select all that apply)
Would your team consider a browser-based, cloud connected, HPC tool?
What concerns would you have about cloud-base engineering tools? (Select all that apply)
How important is real-time collaboration for your team?
How does your team typically collaborate during modeling/analysis? (Select all that apply)
If you could fix just ONE thing about your current workflow, what would it be?
Anything else you'd like to share about modeling, analysis, simulation or AI?
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