Case studies

Electric Vehicles

Battery Subscription & Rental System

The platform sells battery-as-a-service subscriptions and bills them automatically.

Smart rotation extended average battery life by 20%.

  • Subscription Billing
  • IoT
  • Battery Health
Swap ops · Illustrative

01

The problem

  • An EV battery-swap network sold batteries as a service.
  • Billing had to follow usage and charge cycles.
  • Battery health had to be watched across hundreds of swap stations, in real time.

02

The system

  • Swap stations get a dashboard fed by live IoT data.
  • Bills follow charge cycles and duration.
  • Subscribers move through a lifecycle, including plan upgrades.
  • The station network is managed across mapped geo-zones.

03

Where the agents work

How BizBMS runs a system like this today, not a record of this client’s setup: agents do the work below, and nothing is paid, sent or landed until a person approves.

Illustrative operating model

Runs on its own

  • Agents monitor battery health and score degradation.
  • Health alerts raise maintenance tickets with a diagnosis attached.
  • Usage patterns are analysed live, and failures predicted.
  • Swap demand is forecast across the network.
  • Battery rotation is scheduled to extend battery life.

A person approves

  • Plan upgrades and invoices before they go to subscribers.
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04

What changed

  • Subscription billing scaled across hundreds of swap stations.
  • Health scoring cut battery failures.
  • Diagnostic tickets cut maintenance response time.
  • Planning by demand improved station uptime.
  • Smart rotation extended average battery life by 20%.

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