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↳ SHIPPED BY HERMES MERCEDES-BENZ GROUP GP · 2026

Mercedes-Benz Fleet Intelligence

Hermes architected fleet-scale telemetry, reporting, and intelligence for a 16-location Mercedes-Benz dealer group. 26,000 vehicles under continuous AI management — the kind of deployment enterprise IT estimates in years, not weeks.

26,000
Vehicles
16
Locations
Continuous
Telemetry
Weeks
Stand-up time

The brief

A 16-location Mercedes-Benz dealer group needed unified fleet intelligence across 26,000 vehicles. The in-house estimate for a multi-location data warehouse project was measured in years. The brief to Hermes: stand it up faster.

What Hermes did

  • Stood up a fleet-scale telemetry backbone that ingests data from all 16 locations.
  • Built an agent-managed reporting layer surfacing inventory, service throughput, and sales telemetry in one view.
  • Layered anomaly detection on top — Hermes flags outliers to the operator instead of burying them in dashboards.
  • Handled the entire enterprise scale-out with a single named agent. No platform team required.

Result

26,000 vehicles under continuous AI management across 16 locations. The dealer group operates with fleet-wide visibility that previously didn't exist. The deployment stood up in weeks, not the years estimated by enterprise IT.

Stack

Model: Claude Opus 4.7 · Runtime: Mac Mini (coordinator) + Azure (data plane) · Stack: Nous Hermes orchestration · Scope: Firm-wide, multi-tenant.

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