Live margin and bottleneck view that replaces the quarterly review.
Per-SKU margin was a quarterly finance exercise. Bottleneck signal was a Monday morning meeting. Neither was live.
margin and bottleneck visibility, replacing quarterly review.
Multi-site industrial components manufacturer
The source stack.
The systems Polymr reads from and writes back to for this workflow.
- NetSuite
Snowflake
- Shop-floor MES
Internal benchmark; pending live deployment validation.
What Polymr automated.
Live inventory movement, purchase prices, and shop-floor production progress combined into a continuously-refreshed per-SKU margin view and per-work-centre bottleneck signal.
Live margin. Live bottleneck. No Monday meeting required.
Per-SKU margin used to be a quarterly finance exercise. Bottleneck signal used to be a Monday morning meeting. Polymr lifts both into the same live picture, refreshed every time inventory moves or a scanner clicks.
- SKU-IC-Q200Bearing housing Q20038.2%+1.1 ppCNC-391%
- SKU-IC-V118Bracket V11822.6%-2.4 ppBEND-178%
- SKU-IC-M044Manifold M04441.0%+0.3 ppCNC-264%
- SKU-IC-G212Gear blank G21211.4%-6.8 ppCNC-391%
What this looks like inside Polymr.
The screenshot below is the live tenant view that powers the workflow described above.

More cases.
- FurnitureCAD revisions converted to vendor RFQs in minutes.4 days · cycle-time eliminated from CAD drop to vendor RFQ
- AdhesivesBatch planning that survives a supplier delay.78% · reduction in supplier-delay impact on weekly batch plan
- PlasticsMRP runs against real inventory, not yesterday's.2.1x · planning efficiency, freeing two planner-days per week
- ChemicalsQuote-to-PO compressed from days to hours.85% · reduction in quote-to-PO cycle time
