Cd
Ai-COS : CUT-DOWN
Print → Cut List · Global Order of Operations
Systems Online

Phase 1 — Input · Phase 2 — Mapping · Phase 3 — Consolidation · Phase 4 — PO · Phase 5 — Cut Sheet · Phase 6 — Waste Analytics

Print to Cut ListOne Order. One Cut Plan.

Upload a wood-product print. The pipeline ingests your line items, dimension-parses them, maps them to standard lumber stock, globally consolidates identical cuts across every line, cross-references on-hand inventory, and issues a purchase order plus an operator-ready cut sheet — QDL-certified, end-to-end.

No Manual Math No Double-Ordering Brainless Wastage Reports PDF & CSV Export Adjacent Inventory Net
P01
Ingest
OCR + structured line-item extraction (PDF/image/CSV/TXT).
Idle
P02
Map
Parse dimensions → pick best-fit stock board from supplier table.
Idle
P03
Consolidate
Group identical cuts across all line items. Compute board-feet & waste.
Idle
P04
PO
Subtract on-hand inventory, issue purchase-order recommendation.
Idle
P05
Cut Sheet
Sort cuts by length DESC per stock group. Minimize blade swaps.
Idle
P06
WasteLog
Per-order + cross-order dashboard. Waste %, dollar waste, top offenders.
Idle
Ready. Drop a print, or use the seed example below.
Print Ingestion — Phase 1
PDF · IMAGE (PNG/JPG) · CSV · TXT · JSON · DXF/DWG (v1 stub)
↑

Drop print here, or click to browse

5 MB max · Base64 encoded for transmission

Quick Paste — especially for CSV
Paste tab/comma-separated rows, "qty, item, dims" or freeform
No order loaded.
No order loaded.
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Inventory — Stock on Hand
Subtracted from PO at runtime. dim_key = thickness×width-length
dim_key
length (in)
qty
location
unit cost ($)
Quick Add
Sending qty adds to existing stock. To reset, delete and re-add.
Seed Defaults (1×)
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Waste by Stock Family
Top offenders
Top Wasteful Customers
Pricing & tolerance review
Recent Waste Log
From ai_cos_waste_log · 50 most recent