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.
Maintenance
LiveVehicles come off the road on someone else's schedule, and the bill is always worse than the plan.
- What it watches
- telematics and fault codes, service history, defect reports, parts availability
- What it decides
- what needs attention, how urgently, and what it can be batched with
- What it does
- schedules work, raises jobs in the maintenance system, and holds anything safety-related for human approval
- What it learns from
- which recommendations the workshop accepted, changed or ignored
IN DEVELOPMENT
The rest of the framework.
These Domains are in development. We publish detail once we are ready to stand behind it.
Safety
In developmentCompliance
In developmentRevenue & Pricing
In developmentData & Insights
In developmentWalkaround
In developmentWhere 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.
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