MoveCore.ai

THE INTELLIGENCE LAYER FOR FLEET PLATFORMS

Fleet software that learns.

MoveCore builds multimodal, domain-specific language models and continually learning agents for private vehicle hire and fleet operations. We license them to the platforms fleets already run — so every operator gets AI that understands the work, and gets better at it every week.

Request a briefingHow the learning works →

The learning loop

Step 6 feeds step 1. Each measured result strengthens the next recommendation.

WHY GENERAL AI STALLS IN FLEET

A general model has never read a defect sheet.

Fleet work is specific. Vehicle categories, licensing regimes, tariff structures, maintenance intervals, the exact wording an operator uses for a failed tyre check. A general model has seen none of it, so it approximates — and an approximation in a safety-critical workflow is worse than no answer at all.

Retrieval alone doesn't close the gap

You can hand a model your documents, but a model that doesn't understand the domain cannot use what it retrieves. It quotes the manual back at you instead of applying it.

Static models forget

An operator corrects a decision. The next identical case comes back wrong. Nothing accumulates, so nothing improves, and confidence never builds.

Nobody wants a twelfth system

Fleets already run telematics, cameras, dispatch, maintenance and accounting. Another standalone platform is another migration nobody has time for.

THE UNIT OF DELIVERY

A Domain is a model and an agent, trained for one job.

Each Domain pairs a language model fine-tuned on that area of fleet work with an agent that can actually do something about it — read the telematics feed, raise the defect, draft the compliance record, hold the action for a human. Providers license the Domains they need and embed them in their own product.

Maintenance

Predicts and schedules work before a vehicle fails, from telematics, fault codes and service history.

Safety

Watches driving events, walkaround checks and incident data, and escalates what a human needs to see.

Compliance

Keeps licensing, inspection and audit records complete and current, and flags what is about to lapse.

Revenue & Pricing

Finds the tariff, utilisation and allocation decisions that are costing money.

Data & Insights

Turns anonymised platform data into insight products a provider can sell on.

Walkaround

Reads the paper pre-release checklist with on-device vision and raises what the driver missed.

Dispatch & Routing

Assigns the right vehicle to the right job. Learns from real routes, delays and operating constraints.

Energy

Cuts fuel and charging costs automatically. Recommends the cheapest, cleanest energy choice.

Driver Behaviour

Coaches drivers on the behaviours that cause risk. Flags what a manager needs to see before it escalates.
Explore the Domains →

THE LOOP

Connect. Learn. Identify. Act. Measure. Learn again.

Every Domain runs the same six-step loop. It connects to the systems already in place, learns how the operation works, identifies what should change, acts with human control, measures the result and uses that evidence to improve the next recommendation.

  1. 01

    Connect

    Read-only links to the systems you already run. OneView goes live on your real data.

  2. 02

    Learn

    The intelligence learns how your operation actually works: vehicles, drivers, jobs, faults, cost.

  3. 03

    Identify

    Together we find where money is wasted, what can be automated and what should change first. That becomes your strategy.

  4. 04

    Act

    Agents on the repeatable work. Process changes with an owner and a date. We deliver, you decide.

  5. 05

    Measure

    Every change measured against your own numbers before and after. No claims we have not measured.

  6. 06

    Learn again

    Each result strengthens the next recommendation. The strategy updates as the business does.

Learn again feeds back into Connect — every measured result improves the next recommendation
How the learning works →

WHOSE DATA TEACHES WHOSE MODEL

Your customer's decisions train your customer's model. Nothing crosses.

Every enterprise fleet asks the same question before they say yes: where does our data go, and does it end up helping our competitor? MoveCore's answer is architectural, not contractual. Learning is scoped to the tenant. An operator who wants a fully isolated environment for their own learning data gets one. An operator who doesn't need that isolation doesn't pay for it.

Read the trust model →

FOR PLATFORM PROVIDERS

We are not a fleet platform. We never sell to your customers.

MoveCore has no dispatch product to upsell, no direct sales motion into your accounts, and no interest in owning your customer relationship. We build the intelligence layer and you ship it under your own brand. That is the whole business model, and it is written into how we contract.

You keep the customer

MoveCore is invisible to the operator unless you want otherwise. Your brand, your pricing, your relationship.

You skip the model team

Fine-tuning, evaluation, serving, safety and retraining are ours. You integrate an API and ship a feature.

You get a moat, not a plug-in

A model trained on your customers' work is not something a competitor replicates by adding a chatbot.
Partner with us →

WHAT WE CONNECT TO

MoveCore will never build an ERP.

Fleets already run the systems they need. We integrate with them — telematics, camera and ADAS, dispatch, maintenance, accounting, HR and communications. An ERP is one more integration target, not a special category, and not something we intend to replace.

  • Telematics
  • Cameras & ADAS
  • Dispatch
  • Maintenance
  • Accounting
  • Communications
  • ERP

Safety before compliance. Compliance before cost. No exceptions.

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

NEXT STEP

A short, technical conversation.

We work with a small number of platform providers at a time. If you run a fleet, mobility or telematics platform and your customers are asking you for AI, the fastest way to find out whether MoveCore fits is forty-five minutes with our engineering and commercial leads. No deck. No discovery call before the discovery call.

Request a briefingWe reply within one business day.