Which features and variants earn their lifecycle complexity?
- 01Build platform and derivative economics across volume scenarios
- 02Attribute BOM, tooling, software, warranty, and service cost
- 03Set design-to-value targets by system and customer value
AUTOMOTIVE & MOBILITY / STRATEGY + OPERATIONS
Improve platform margin from launch through lifecycle.
Aryo helps automotive & mobility leaders reduce platform complexity, stabilize launches, improve supplier and production performance, and expand lifecycle revenue.
P&L OPERATING MODEL
See how commercial and operating decisions move the P&L.
Select a sector and switch between the profit bridge and the underlying cost structure. The baseline is indexed to revenue so the economics remain comparable.
INDUSTRY P&L BRIDGEAUTOMOTIVE & MOBILITY / REVENUE INDEXED TO 100
REVENUE INDEX100.0 → 104.0Commercial growth case
OPERATING PROFIT8.0 → 15.2+7.2 points
MARGIN8.0% → 14.6%Combined opportunity case
8.0Baseline profit
+4.0Revenue growth
+1.4Materials + components
+0.7Direct labor
+0.5Manufacturing overhead
+0.4Commercial + G&A
+0.2Depreciation + other
15.2With Aryo profit
REVENUEPrice, mix, retention, channel, product, and market focus
COSTProcurement, labor, throughput, footprint, complexity, and overhead
DATACompany actuals, industry benchmarks, operating signals, and measured deltas
TACTICAL OPERATING KNOWLEDGE
What we actually examine, change, and measure.
This playbook changes by industry. For automotive & mobility, Aryo moves from the operating question to the specific analyses, decisions, workflows, and management measures underneath it.
SECTORS IN THIS INDUSTRY
One industry architecture, adapted to the operating context.
The same strategic question behaves differently by customer, product, asset, regulation, channel, and business model.
Put your numbers behind the decision.
Segment pricing decision lab
Test price, volume and unit-cost changes together; import segment-level rows for a portfolio comparison.
13-week cash shock plannerBuild a weekly cash roll-forward with delayed collections, recurring costs and a one-time payment.
Next-dollar initiative allocatorCompare three indivisible initiatives using probability-adjusted benefits and first-year net cash.