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Priya Nair

KOTA'S AEROSPACE

MRO Financial Intelligence

Operational cost intelligence, not accounting software. 3 of 17 work orders have recorded cost data β€” the remainder show β€œInsufficient source data.”, never a fabricated $0.

Partial Data

Financial Overview

Total MRO Cost

USD 25,330

Labor Cost

USD 1,510

Parts Cost

USD 19,220

Vendor Spend

USD 4,600

Customer Charges

USD 26,495

2 of 3 costed work order(s) have a charge on file

Gross Margin

USD 2,125

Section 2 β€” Cost by Aircraft

Section 3 β€” Cost Composition

LaborUSD 1,510 (6%)
PartsUSD 19,220 (76%)
VendorUSD 4,600 (18%)

β€œOther” cost category (tooling/consumables/subcontracting): Insufficient source data.

Section 4 β€” Cost by Work Order

Work OrderAircraftLaborPartsVendorTotal CostCustomer ChargeMarginStatus
WO-1042VT-ABC51018,5001,200USD 20,210USD 21,6156.5%Calculated
WO-1045N412MX76003,400USD 4,160USD 4,88014.8%Calculated
WO-1050VT-ABC2407200USD 960Insufficient source data.Insufficient source data.Partial Data

14 of 17 work orders have no cost data recorded β€” not shown above rather than rendered as $0.

Section 5 β€” Estimated vs Actual

Insufficient source data. No estimated-cost field exists anywhere in the current work order domain model, so cost variance cannot be determined for any work order. This is a real data-model gap, not a calculation the system chose not to show.

Section 6 β€” Vendor Expenditure

VendorSpendOrdersLead TimeRating
Borescope NDT Services (demo)USD 1,2001Insufficient source data.Insufficient source data.
Structures NDT Partners (demo)USD 3,4001Insufficient source data.Insufficient source data.

Section 7 β€” Margin Intelligence

  • Highest-cost work order: WO-1042 (USD 20,210)
  • Best-margin work order: WO-1045 (14.8%)
  • Highest-cost part: part-2 β€” USD 18,500
  • Highest vendor spend: Structures NDT Partners (demo) β€” USD 3,400
  • Largest overrun: Insufficient source data β€” no estimated cost exists to compare against.

Traceability

Aircraft β†’ Work Order β†’ Labor / Parts / Vendor β†’ Cost β†’ Customer Charge β†’ Margin. Every figure above traces to a labeled DEMO_SEED record in lib/mock/finance.ts on a real, existing work order β€” nothing is invented. Ask Lisa a financial question, or generate the Financial Intelligence report.