Viatec Fleet Intelligence · How it works

A reasoning layer above your fleet stack.

Viatec Fleet Intelligence sits on top of the systems you already run and reasons across all of them. Here's what's inside, and how it deploys.

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Live Dashboard Viatec Fleet Intelligence Platform dashboard
Architecture at a glance

Three layers. One reasoning surface.

Your systems on the bottom. The reasoning engine in the middle. Outcomes on top. Data flows up, answers come back down—continuously, in real time.

Outcomes
Utilization
Maintenance
TCO
Sustainability
Finance
Safety
Driver behavior
Data ↑ ↓ Answers
Reasoning Engine · Live
Viatec Fleet Intelligence
Knowledge graph Cross-system reasoning Natural language Zero-copy Agentic AI
Your systems
Telematics
Asset / CMMS
CRM
Video & Safety
Fuel & Spend
ERP
Finance
Documents
The engine

A fleet-native knowledge graph.

A graph that connects assets, drivers, work orders, fuel transactions, routes, contracts, and certifications into one reasoning surface. Multi-hop questions get answered in one pass.

Live query trace Hundreds of entity types · Thousands of relationships
Drivers Vehicles Garage Shop Contract Types Capability drives drives based out of primary shop governed by rated at requires certified for instance of M. Johnson S. Patel Unit 412 Unit 275 Unit 308 Garage B Repair shop K Contract X Digger Derrick Boom Truck MC Level 4
Tracing relationships · drivers → vehicles → facilities → contracts → certifications

A traditional database can answer "Which trucks are due for PM." A graph can answer "Which trucks are due for PM, held up by parts availability, and assigned to drivers with overdue certifications"—because it traverses the relationships natively, instead of forcing the analyst to join across five tables by hand.

Fleet ontologies · Cross-source grounding · VMRS-aware · Self-healing
Guardrails & security

Enterprise security, by default.

Every answer traces back to source data. Your data stays yours, end-to-end—never used to train models, never copied to a third party.

Source citations on every answer
Every answer cites the specific system, record, and timestamp it pulled from. No black-box outputs. If a leadership team needs to defend a decision, the trail is right there.
Role-based access control
RBAC is inherited from your existing identity provider (Azure AD, Okta, etc.). Drivers see what drivers should see. Finance sees what finance should see. No new permission system to maintain.
Audit trail, end-to-end
Every question asked, every answer given, every source touched—logged. Your security team can review what was queried, when, and by whom.
No model training on your data
Your fleet data is never used to train any model. Ever. Reasoning happens against your data in your environment, and the data goes no further.
Zero-copy architecture

Your data stays put.

Zero-copy at the architecture level. Viatec Fleet Intelligence reasons across your existing systems without ever copying, replicating, or relocating the data. The reasoning happens at query time, against live source records—nothing gets persisted in a separate store.

No data migration. No parallel infrastructure to fund or manage. Your existing data governance, retention policies, and access controls apply unchanged.

Zero-copy reads · Real-time · Azure / On-prem · Existing governance applies
Compliance

Built to the standards your IT team already requires.

SOC 2 Type II
Security, availability, and confidentiality controls, audited annually.
ISO 15031 / SAE J1939
Telematics and vehicle diagnostics standards, ingested natively.
GDPR / state privacy
Data residency, deletion, and access rights honored end-to-end.

Ask anything. See everything.

See a live demo and walk through what it would look like with your fleet stack.

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