Executive summary

An industry report on the U.S. automotive and mobility sector, expanded so that manufacturers, suppliers, dealers and mobility operators can act on it. It turns the market read into a scored, sequenced investment decision with margin protection built in.

What is inside

What this report covers

The full public-edition report with its indicators, signals and six AI opportunities, plus a scoring method, decision rules, a tariff exposure worksheet, a recommended posture, an activation plan, governance and KPI tables, a synthetic worked example and templates.

  • The decision this report supports and who it is for
  • The market read and market fundamentals
  • Report indicators, chart data and inputs to collect
  • Definitions and assumptions
  • A scoring method with decision rules and a payback test
  • Current-state reading and strategic signals
  • The six AI opportunities and posture options
  • Recommended posture and target design
  • A 90-day activation plan with owners
  • Governance, risk and safety and security gates
  • KPIs and benefit measurement
  • A synthetic worked example and a failure case
  • Working tools and source references