PLATFORM

One framework. A Domain for each part of the job.

MoveCore is a framework for building and running fleet-specific models and agents. Each Domain is a self-contained unit — its own model, its own agent, its own evaluations, its own permissions — that a provider can license on its own or alongside the others.

What's actually inside one.

The model

A base model fine-tuned on the vocabulary, categories and output contract of one area of fleet work. It knows what a defect is, what a category means, and what shape the answer takes.

Exemplar memory

A retrieval layer holding this operator's own past decisions. Correct one judgement and the next similar case follows it, in seconds, with no retraining.

The agent

The part that acts — reads systems, writes records, raises alerts, or holds and asks a human first. Every action is bounded by an explicit contract.

The evaluations

Code-based evals that run before anything ships and continuously after. A Domain that regresses does not get promoted.

MOVECORE FLEET OS

One intelligent platform. Every decision connected.

A continuous flow from live fleet data to safe, accountable action — with people in charge at every important moment.

Vehicles

Live data from every truck, van and trailer

location · safety · vehicle health

Drivers

Every driver connected through one app

jobs · safety alerts · wellbeing

Fleet managers

Full visibility and control in one place

dashboards · approvals · answers

Partners

Insurers, manufacturers and integrations

ready-made connections

One live data stream

Every event captured the moment it happens — nothing lost, everything on the record

The conductor

The right task reaches the right specialist.

Reads every event and decides what should happen next, then hands each task to the right specialist below.

People stay in charge

Anything important waits for human sign-off — one tap to approve, or web or in-car driver app.

Built-in cost control

Every task runs on the smallest AI that can do the job well — quality where it counts, margin everywhere.

Dispatch Domain

Right vehicle, right job, right time

Dispatch custom LLM

Safety Domain

Spots risky driving and coaches drivers

Safety custom LLM

Compliance Domain

Keeps every vehicle and driver legal

Compliance custom LLM

Maintenance Domain

Fixes problems before breakdowns happen

Maintenance custom LLM

Energy Domain

Cuts fuel and charging costs automatically

Energy custom LLM

Driver Experience Domain

Keeps drivers informed, supported and safe

Driver Experience custom LLM

Insights Domain

Answers any fleet question in plain English

Insights custom LLM

Ecosystem Domain

Connects partners and opens new revenue

Ecosystem custom LLM

Right people only

Only the right people — and the right AI agents — can ever act, and only within their remit.

Always on guard

Every action is screened for anything suspicious, and anything unusual is stopped immediately.

AI comms agent

An intelligence layer turns critical data into personalised safety, maintenance and compliance voice and text messages.

A perfect paper trail

A permanent, tamper-proof record of every event and decision — ready for any audit or insurer.

Our operating principle

Safety before compliance. Compliance before cost. No exceptions.

If anything fails, the system falls back to safe mode. It never guesses.

Where it runs.

Domains are served as HTTP endpoints and integrate through a documented API. They run in the configuration the customer's risk posture requires — shared, dedicated, or fully isolated for tenants whose learning data cannot sit anywhere near another operator's.

NEXT STEP

Which Domain solves your customers' loudest problem?

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