MRO Aero Solutions

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Records Specialist Business Case

Annual Savings (gross): $–

5‑Year PV (net @ 6%): $–

Savings Breakdown

Records Specialist anomaly handling: $–
Engineer rework & re‑inspection: $–
Management status automation: $–
Data entry reduction: $–
Early detection (avoided rework): $–
Turn‑around time (TAT) value: $–
Penalty/chargeback avoidance: $–

AI Records Specialist – Value Estimator

Adjust assumptions on the left; the breakdown updates live.

Work Volumes

Work Packets / year

Scope Items per Packet (avg)

Work Orders per Scope Item (avg)

Audit Items per Inspected Item —

Anomaly Rate —%

Labor & Time Savings

RS minutes per anomaly —

RS cost per hour ($)

Engineer minutes per anomaly —

Engineer cost per hour ($)

Additional Quantifiable Factors

Mgmt status requests / packet

Minutes per manual status

Status automation —%

Data entry minutes saved / WO —

WOs affected —%

Early detection avoided rework —%

TAT hours saved / Packet —

Value per saved TAT hour ($)

Penalty/chargeback avoidance ($/Packet)

Costs

Annual platform cost ($)

One-time onboarding ($)

Core Volume

–

Checkpoints

Packets × Scope Items × Work Orders × Audit Items

Anomalies / year

–

at your % rate

Total Items × Anomaly %

Savings / year

$–

All levers

RS + ENG + Status + Data + Early + TAT + Penalties

ROI & Payback

–

Year‑1 ROI

–

Year‑2+ ROI

–

Payback (months)

ROI = (Savings − Cost) ÷ Cost. Payback uses Year‑1 costs.

Included value levers

Anomaly handling (RS), rework (ENG), status automation, reduced entry, early detection, cycle‑time value, penalty avoidance.

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