For a single rooftop or a dealer group

Choose the operating layer your dealership needs.

Academy trains the team. Sales OS runs HITL pipeline and listings. Agent OS governs packs and models. Official Automotive Intelligence collects EPA and NHTSA facts — it is not a finished encyclopedia. Hosted demo: app.manifestoauto.com.

Academy

Train and onboard dealership teams.

  • Team learning paths
  • Custom curricula
  • Companion practice
  • Manager visibility
Explore Academy

Sales CRM

HITL Sales OS for this rooftop’s records and workflow.

  • Lead pipeline and first-touch SLA
  • Human approval queue
  • Listing Studio and PhotoDesk
  • Official EPA catalog
Explore Sales CRM

Agent OS

Govern packs, models, usage, and policy on Sales OS.

  • Dealership packs (HITL stays on)
  • Model registry and usage caps
  • Fail-closed credential vault
  • White-label overlay
Explore Agent OS

Start with one dealership problem.

Tell us what system you already use and where the workflow, learning program, or AI operations need to improve. We will scope the smallest useful deployment.

Automotive only — salespeople & dealerships. Unsubscribe anytime.