VMS is a modular, API-first platform for orchestrating intelligence across the automotive lifecycle, built with agents, not dashboards.
Our Platform Architecture
Our architecture enables automatic action, without human intervention, whether routing to a dealer, alerting a warranty provider, or flagging a risk to an insurer.
1.
Signal Ingestion Layer
Pulls in data from vehicle telematics (Motorq, OEM APIs), OBD-II devices, fleet platforms, and service events.
2.
Agentic Decision Layer
Agents interpret these signals, and prepare them for autonomous action based on severity, context, and thresholds.
3.
Action Layer
Automatically and appropriately routes necessary actions via SMS, email, APIs or partner integrations.
Service-related workflows for fleets, repair facilities, and insurers become proactive.
4.
Data & Insights Layer
All events persist in our platform, with access to event timelines, state snapshots, and long-term performance reporting.
Your TCO, uptime, or other metrics are comprehensive, and based on up-to-date information.
VMS Products are AI-First
Think first. Store second.
Agent-Powered Orchestration
Removes manual workflows and time spent with computer dashboards.
Real-Time Signal Parsing
Alerts transformed into actions, not just data for a report.
Event Timeline by VIN
Complete service and fault history for each VIN, shared across data sources.
White-Labeled Notifications
Branded AI lead communication via email, SMS, and push alerts.
Plug & Play Modular Platform
Add emissions tracking, risk scoring, or service routing as needed
Designed for fleets, we’ve replaced the legacy dashboard model with a closed intelligence loop.
Our AI agents analyze, predict, and decide so that your team doesn’t have to, powering everything from automated repair suggestions to intelligent service routing and proactive vehicle alerts to keep your fleet on the road..
Connected Care
Connected Care is the comprehensive, real-time platform for staying on top of vehicle health.
We use AI to transform data from vehicle telematics, service schedules, DTC events, predicted wear & tear and more into actions that get drivers back to your bays for service.
VMS Products are API-First, and Partner-Flexible
You can use VMS standalone or integrate with existing CRMs, DMSs, or warranty processing systems. Examples of supported integrations are:
Telematics
Reduce churn with proactive retention workflows.
Service Networks
Improve uptime and TCO with predictive, real-time maintenance.
Data Warehousing
Flag risks, validate claims, and reduce fraud with embedded intelligence.
Third Parties
Motorq, OEM APIs (Ford, GM, Stellantis), or OBD-II dongles.
