Alexei, Dan McNeillie
## Key Points
- Dan appreciated the product layout but hasn't had much time to interact
- Previous upload of non-straight school building was beneficial for training data diversity
- Federal government school buildings for indigenous people are intentionally curved (spiritual reasons)
- Detection was poor on irregular buildings — models being retrained
- Currently only reliably detects panel schedules
- Dan's team does full working takeoff on every project (not sq ft multipliers) unless heavily time-constrained
## Pain Points Mentioned
- Job selection (to bid or not to bid) is the biggest challenge, not job details
- Full working takeoff is correct but time-consuming approach
- Manufacturers pushing BOM responsibility to contractors
## Product Feedback
- Dashboard is helpful but doesn't fully solve bid/no-bid decision
- Partial BOM download is valuable
- Switch gear detection is most reliable feature — prioritize it
- Focus on big feeders and single line diagrams over branch routing
- Mechanical equipment typically supplied by mechanical contractor (99% of the time)
- Reliable counts for lighting, receptacles, and low voltage/telecom symbols important
## Next Steps
- Hold off on uploads until broken elements are fixed (next week)
- Continue uploading diverse drawings after fixes