Lifecycle Parts Pricing

Fortune 500 Diesel-Engine Manufacturer, Global Aftermarket

~$163m

Additional margin in year one of deployment

~5%

Uplift on top of the existing quintile-based revision approach

52,000

SKUs analysed across parts, customers, channels and regions

Channels on one framework: direct, dealers, service partners, large accounts

Situation

A Fortune 500 diesel-engine manufacturer ran a large, complex aftermarket parts business across direct sales, dealer networks, service partners and large accounts. Years of product proliferation and channel-specific practice had fragmented the pricing logic. Flat increases and generic quintile analysis ignored part criticality, lifecycle stage and competitive intensity, and discounting varied widely by channel.

What worked

Lifecycle segmentation across roughly 52,000 SKUs to anticipate demand and competitive intensity as parts age. Large-scale transaction and margin analysis across parts, customers, channels and regions, benchmarked against OEM and third-party alternatives. Market research with customers, dealers and service partners to validate willingness to pay. Differentiated pricing by channel, segment and lifecycle stage, structured price bands with discount guidance, and service-led bundles aligned to common maintenance events.

Impact

Roughly $163 million of additional margin in year one, around 5 percent on top of the existing quintile-based revision approach. Price consistency improved across channels while competitiveness held, and the framework now drives both new-product launch pricing and the year-on-year revision cycle.

The mechanism, visualised

Pricing that follows the part through its life

As parts age, competitive intensity rises and the justified premium narrows. The framework prices each lifecycle stage on what the part is worth at that point, not on a flat increase. Curves are illustrative.

Year one: roughly $163 million of additional margin, about 5 percent on top of the prior revision approach.

Read the complete case study

Full methodology, the lifecycle segmentation and channel price bands, the bundling logic, and how the year-one uplift was delivered.

Margin that leaks part by part

In aftermarket parts businesses, margin erodes quietly. The catalogue grows into tens of thousands of SKUs, every channel develops its own discounting habits, and the pricing logic that once fitted the business is reduced to flat increases spread evenly across everything. A part in its launch phase, critical to uptime and without a competing alternative, ends up priced on the same logic as a commoditised part nearing the end of its life.

A flat price increase treats every part the same. The market never does: criticality, availability and competition shift across the lifecycle, and price has to move with them.

The pattern that works is lifecycle-based. Segment the catalogue by where each part sits in its life, anchor price to criticality and the competitive set at that stage, and hold the structure with channel price bands and discount guidance. Service-led bundles capture the maintenance moments where value is highest. Built this way, the framework outlives the engagement: it runs new-product launch pricing and the annual revision cycle on the same logic.

Custom Tooling Built

Tools that stayed in use after the engagement closed

Parts-specific pricing framework spanning roughly 52,000 SKUs, built for launch pricing and annual revisions
Structured price bands and discount guidance for dealers and large accounts
Service-led bundles and kitting aligned to common maintenance and repair events

AI-Ready Use Cases

How AI applies to this type of engagement

AI-assisted lifecycle clustering groups tens of thousands of SKUs by demand pattern and competitive intensity in days rather than weeks
Willingness-to-pay modelling proposes price corridors per part, channel and lifecycle stage
Demand prediction from the installed engine population sharpens stocking and bundle design

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Facing a pricing challenge in a portfolio company?

We have delivered pricing transformation across manufacturing, distribution and B2B services, with references available on request.