A what-if engine for fleet acquisition decisions

An interactive model exposes the full economics of each vehicle scenario, then ranks eligible inventory on comparable return assumptions.

Synthetic data mockup

Shared carry assumptions and model inputs make each scenario inspectable.

Shift 01

Comparable scenarios

Every model is evaluated on the same assumptions

Shift 02

Visible tradeoffs

Entry, carry, exit, and return stay in view

Shift 03

Decision-ready ranking

The strongest opportunities surface first

01 / Challenge

The friction hiding inside the existing process.

A headline program discount did not show the full economics of buying, carrying, and reselling a vehicle. Comparing models required the same layered calculations for every scenario.

02 / Response

A focused system, not another layer of admin.

A client-side scenario engine combines entry price, holding costs, market assumptions, and projected exit value to calculate gross, cash return, and annualized return for each eligible model.

Inside the system

The workflow, made visible.

Supporting views show how raw inputs become a usable operating layer.

Fleet return ranking comparing vehicle scenarios — Sortable returns and a fleet roll-up turn individual scenarios into a decision set.

Capture privacy

The public calculator scenes contain no personal or live inventory information. Vehicle labels and financial assumptions are generalized sample data, client branding and browser URLs are excluded, and the live calculator is intentionally unlinked.

More work

Keep exploring.

All case studies

Performance systemAutomotive retail

A live incentive dashboard built from three dealership reports

A shared sales and finance challenge turns separate exports into transparent standings, goal progress, and payout scenarios.

Primary shift

One shared view

Synthetic-data special-orders workflow with statuses, filters, and note history

Operations workflowAutomotive parts

A shared follow-up queue for special-order parts

A static parts report becomes a searchable working queue with ownership, statuses, contact attempts, and durable notes.

Primary shift

Shared ownership

Performance systemAutomotive service

A tire performance command center built from repair-order exports

Line-level service data becomes a shared view of department health, advisor performance, incentive progress, product mix, and data integrity.

Primary shift

One operating view

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