FLEET MANAGEMENT
AI-POWERED
From zero to SaaS.

The map is not just a tracker. It's the visual operating center of the fleet: real-time AI clusters, slide-over panels with vehicle history, predictive routing.

Every dot on the map is a WebSocket subscription updated every 800ms. Clustering uses DBSCAN with dynamic parameters based on estimated hourly traffic.

The clear Modernize theme comes into play in the daily operating dashboard. Clear data on a white background: the dispatcher reads the KPIs at a glance, without visual difficulty.

The gauge is not decorative: it shows the instantaneous average speed as an efficiency proxy. Under the threshold? Automated warning. Seven days is enough time to recognize seasonal patterns.

The Design Token System is the backbone of Viantis. Built on three levels: Foundation, Primitives, Patterns. It automatically generates CSS tokens from the single source of truth in Figma.

Every color, every spacing, every beam on board has a semantic name. The dev team never sees a hex code: it sees --color-vehicle-active.

The CAN-Bus does not forgive. Each vehicle transmits 12,400 frames per second. The system must read, validate, exclude conflicts and write to TimescaleDB - all in an 80ms window.

The conflict-exclusion algorithm is deterministic: no ambiguity about which frame prevails when two sensors transmit in the same slot. Zero undefined behavior in production.

Five layers, one data direction. Every packet that starts from a CAN-Bus sensor goes through the same deterministic pipeline: no shortcuts, no bypasses.

PostgreSQL RLS ensures that each operator only sees its own fleet. The conflict exclusion badge is not marketing, which is why the system works even with 500 vehicles simultaneously.