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Fleet technology and artificial intelligence intelligence

Fleet technology is becoming the operating layer through which vehicles, drivers, maintenance, safety and compliance are managed. The market is no longer defined only by tracking a vehicle or recording an event. Connected platforms increasingly combine data from many parts of the operation and use artificial intelligence to prioritise actions, predict problems and support decisions. FleetSafety.ai follows that shift and the companies competing to shape it.

Our reporting examines connected-vehicle platforms, fleet software, predictive intelligence and the practical use of AI. We look beyond broad automation claims to ask what data a system uses, which decision it supports and where human judgement remains necessary. Product announcements are considered alongside platform strategy, customer economics and integration, because technical capability matters only when it fits the operating reality of a commercial fleet.

Data control is another central issue. As fleets connect cameras, maintenance records, fuel activity and compliance systems, access to reliable information can determine which supplier becomes the main interface. Questions about ownership, portability and application programming interfaces are therefore commercial as well as technical. They affect the freedom to change providers, build integrations and use operational data across the business.

This page brings together FleetSafety.ai coverage of fleet technology and artificial intelligence. The latest articles follow products, companies and market developments, while featured analysis explores the emerging fleet operating system and the economics behind platform expansion. It is designed for operators, technology teams and investors seeking an independent view of how connected systems are changing fleet management. Related categories provide direct routes into telematics, compliance, maintenance and investment coverage. Reading those subjects together makes it easier to see whether a technical development solves a defined operational problem, supports a broader platform strategy or simply adds another disconnected source of data.

27 articles

Latest relevant articles

AI ROUTING

Navigation is becoming reasoning

HERE's IAA routing work points towards AI-enabled commercial navigation that balances safety, cost, energy, compliance and delivery performance.

21 September 2026Issue 004
HYBRID RETURNS

Electrification may not have one winner

ZF's TraXon Hybrid award underlines why fleet platforms may need to support battery electric, hydrogen, hybrid and combustion powertrains together.

21 September 2026Issue 004
THE IAA SIGNAL

What did Hannover actually tell us?

Five signals from IAA Transportation 2026: software defined vehicles, electric truck operations, AI routing, trailer intelligence and autonomy ecosystems.

21 September 2026Issue 004
RISK INTELLIGENCE

The crash may be predictable before it happens

Samsara says risky driver patterns can become visible weeks before a collision, moving fleet safety from event review towards prediction.

16 September 2026Issue 003
THE VIDEO BATTLE

Telematics and video are becoming inseparable

The boundary between traditional telematics and video telematics is disappearing. Vehicle data and video are becoming sensors describing the same risk.

7 September 2026Issue 002
DATA WARS

Who actually controls fleet data?

A dispute between Motive and Highway over ELD API access raises the bigger question: who actually controls fleet data?

31 August 2026Issue 001
NUMBER OF THE WEEK

37 TRILLION

Number of the week: 37 trillion annual data points. More data does not automatically mean more intelligence.

31 August 2026Issue 001
FLEETSAFETY VIEW

The fleet operating system is coming

The fleet operating system is coming. Fleet software is consolidating through functionality rather than acquisition.

31 August 2026Issue 001

Featured analysis

THE BIG STORY

The truck is becoming a software platform

IAA Transportation showed commercial vehicles becoming software defined as OEMs and suppliers build connectivity and intelligence into the vehicle itself.

21 September 2026Issue 004