NEON GIANT OPS
Materials & Crew Command Center
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Overview
Catalog & Order
Crew
Jobs
Activity
Equipment
Today out
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This week out
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Active crew today
checking out materials
Low stock
at or below minimum
Top movers — today
Most-checked-out items so far
ItemNameOut todayValue
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Low / out of stock
Order or restock soon
ItemNameOn handMin
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In order
0
click + on a row to add
Order subtotal
$0.00
at Pioneer prices
Low / out
candidates to restock
Build a Pioneer order
Set quantities per item — or auto-fill — then export the order email
Item Name On hand Min Status Order qty Line total
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Photo count — snap a pic, AI counts the pile

Open the dashboard on your phone → tap a material → tap "Count from photo" → camera opens → snap a picture of the stack → AI counts boxes and proposes a new on-hand quantity. Confirm to update inventory.

  • Front-end: phone-friendly camera capture (already supported)
  • Back-end: a small Cloudflare Worker that POSTs the image to Claude Vision (or OpenAI Vision) with a prompt like "count distinct boxes visible"
  • Confidence threshold + manual confirm step before writing to Supabase
  • Cost: ~$0.003 per photo at current Claude rates
Crew performance
Materials touched per crew member
Crew member Checkouts Checked out $ Check-ins Checked in $ Net consumed $ Last activity
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Job materials usage
Per-job consumption — profit comparison once SmartMoving actualCharges sync is enabled
Date Customer Job # Items used Our cost Charged to customer Margin
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Profitability tie-in — pending

SmartMoving exposes actualCharges per opportunity, broken out by line item. Once we enable the daily enrichment sync (requires Workers Paid plan to lift the 50-subrequest limit), the "Charged to customer" and "Margin" columns will populate live for every job. Until then those columns show as pending.

When Item Qty $ Crew Job
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Equipment check-out — coming next

Same QR-scan flow as materials, but for non-consumable equipment that needs to come back: dollies, pads, ratchet straps, speakers, ladders, etc.

  • Each piece of gear gets a laminated card with a QR code
  • Crew scans before grabbing it — name on the hook until it's checked back in
  • Dashboard shows "checked out but not returned" so nothing walks off
  • Per-crew accountability table (same shape as the Crew tab)