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EV Network Intelligence

Run a smarter network, not just a bigger one

EV Network Intelligence is the AI layer that learns the unique physics of your charging network – moving you from reactive maintenance to proactive, increasingly autonomous operations. It layers on top of the CPMS you already run.

Trusted by leading companies all over the world.
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More than OCPP
Intelligence that turns charging data into foresight

Most networks run blind between faults – a problem only surfaces when a driver hits a dead charger. Network Intelligence watches continuously, spots what’s about to go wrong, and helps you act before it costs a session.

Add it to your existing operation – no re-platforming.

97%

accuracy in anomaly detection

Features
Anomaly Detection

Your network throws off thousands of signals a day, and most of them are noise. Network Intelligence learns what normal looks like for each station and flags the behavior that genuinely deviates – so a developing problem gets caught early, before it becomes a dead charger and a lost session.

  • Flags stations behaving unlike their peers
  • Surfaces issues hidden in normal-looking data
  • Cuts through noise to what actually matters
Failure Prediction

Not every fault announces itself in advance. By reading the patterns that tend to precede a failure, Network Intelligence surfaces the problems that are likely coming – giving you the chance to fix them during planned maintenance, on your schedule rather than your drivers’, and turn would-be outages into routine work.

  • Predicts faults before they cause downtime
  • Prioritizes maintenance where it counts
  • Turns unplanned outages into planned fixes
Real-Time Optimization

A charging network is never static – load, demand, and conditions shift constantly throughout the day. Network Intelligence watches continuously and tunes the network as it runs, keeping performance and reliability high without anyone having to sit over a dashboard making adjustments by hand.

  • Adjusts to conditions in real time
  • Balances performance across the network
  • Keeps chargers running at their best
Proactive Alerting

Detection only matters if it reaches the right person in time. Network Intelligence turns what it finds into clear, prioritized alerts and routes them where they belong – so your team hears about an issue before your drivers do, and knows which alerts genuinely need attention and which are just noise.

  • Alerts the moment something looks wrong
  • Routes the right issue to the right team
  • Fewer surprises, faster response
Autonomous Orchestration

The goal isn’t more dashboards to watch – it’s a network that needs less hands-on management over time. Network Intelligence moves you steadily from manual firefighting toward automated reliability, taking on routine operational work so your team can spend its time on growth rather than maintenance.

  • Automates routine reliability tasks
  • Reduces hands-on intervention over time
  • Frees your team to focus on growth
Intelligence, not noise
Detection is the easy part. Knowing what actually matters is where it earns its place.
Not every failed charge is a broken charger

NI tells the difference, so you chase real problems, not false alarms – and it doesn’t just flag symptoms, it connects them and points to the likely root cause.

  • Catches silent failures - hours connected, no kilowatt delivered
  • Shows where you’re flying blind - what a charger never reports
  • Fixes the pattern behind the noise, so you solve it once

A closed ticket says the work was done. Only correct charging sessions prove the problem is actually gone – and NI confirms it.

EV Network Intelligence data quality view with a five dimensional session breakdown
Add intelligence without re-platforming

EV Network Intelligence is a native module of the Solidstudio CPMS and a standalone product on any other CPMS. You don’t have to switch platforms to get smarter: run it on what you already have – ours or anyone’s – and gain foresight and automation without a migration.

  • Works with your existing CPMS - add it as a module
  • Keep everything you run today
  • Start small, scale up - prove the value, then extend

Native to our CPMS. Standalone on any other.

EV Network Intelligence charging curve with a multi anomaly view and an event log
Three months | One operator
What it caught - in three months, for one operator

Real results from a single operator’s network over a three-month period – a sense of what Network Intelligence surfaces day to day:

15,000

analyzed charging sessions

500,000 kWh

monitored delivered energy

640

flagged sessions with potential operational problems

6,000 kWh

spotted of potentially undelivered energy

950

caught charging attempts that delivered no energy – more than 10 a day

7

surfaced problem sessions a day on average – roughly one every four hours

Built on real operating experience

Network Intelligence isn’t theory. It’s built by a team that designs, builds, and operates charging software across 15 markets – learning from networks running at real scale, including the 9,000-socket Connected Kerb migration delivered with minimal downtime.

Frequently asked questions

What is EV Network Intelligence?

An AI layer over your charging network that turns raw OCPP and session data into operational insight – trends, downtime patterns and anomalies – so you run a smarter network, not just a bigger one.

Does it work with my current CPMS?

Yes – it is CPMS-agnostic. On the Solidstudio CPMS it runs as a native module inside the same panel your team already uses; on any other CPMS it runs standalone alongside your existing platform, reading your network data, with no rip-and-replace migration.

What does the AI actually detect?

Unusual and suspicious charging behaviour, flagged automatically: physically impossible “teleporting token” sessions, statistical outliers, and usage that deviates from a token’s normal pattern – strong signals of cloned or shared cards.

What data does it use?

OCPP message history, charging sessions and CDRs from your network. You get dashboards, custom KPIs and trend tracking for management reporting.

How do we get started?

Book a live demo – we will connect a sample of your network and show the insight it surfaces.

Contact us
Talk to us!

We’ll gladly walk you through the products during a demo and answer any questions! Just drop us a message, we’ll get back to you!

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