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WP-07 LLM-Assisted Engineering Review Comments

Field Value
Priority Medium-high
Status Framing
Problem Space engineering knowledge capture
Linked Capability knowledge grounding, explainability, review UX
Best Collaboration Shape prototype + thesis + evaluation study
Owner unassigned

What This Work Package Is

Generate engineering review comments that are grounded in CAD metadata, drawing context, simulation context, or historical engineering knowledge rather than generic LLM responses.

Why It Matters To RapidDraft

  • directly supports review workflows
  • turns retrieval and knowledge capture into visible user value
  • is easier to demo than deeper infrastructure work

Candidate Lanes

Lane People or Group Why They Matter Best First Ask Priority
University of Stuttgart / IKTD Matthias Kreimeyer strong design-simulation and product-development reasoning fit advisory and thesis framing call High
Hochschule München applied lane Vahid Salehi Douzloo practical prototype route for a review-assistant demonstrator applied prototype discussion High
Fraunhofer IGD interactive engineering Daniel Weber useful for interactive engineering and CAD/CAE-facing UX technical exchange on review surfaces Medium
TU Dresden VPD lane Kristin Paetzold-Byhain strong generative-AI-in-product-development signal prototype discussion once the wedge is crisp Medium
  1. Define what a grounded review comment needs to cite.
  2. Pick one review context: drawing, DFM, or simulation.
  3. Separate retrieval quality from comment style in evaluation.

Open Questions

  • Is this best framed as a review-copilot wedge or as a surface on top of WP-05?
  • Which vertical context should anchor the first demo?

Sources

  • TextCAD/04_Marketing and Outreach/13_Universities/deep-research-report Balanced.md