AI planning for EV charging networks

Plan your charging network on evidence, not guesswork.

MarkOne helps cities, energy providers, and vehicle fleets decide where chargers should go, what they will earn, and when to expand. Our models are trained on years of real charging sessions from public networks across Croatia, and the methods behind them are published in peer-reviewed journals.

30 minutes, no slides, no obligation. You leave with our honest read on your plan, from the engineers who would build it. We reply within two working days.

What we do

We work with municipalities, charge-point operators, utilities and grid operators, fleet owners, and retail or real-estate teams who want chargers that actually get used.

Location data and APIs

We gather and clean data about charging, traffic, and local populations, then serve it through simple APIs so your team can plan networks on solid facts instead of guesswork.

Our forecasting study on IEEE Xplore

Fleet electrification

We help companies move from petrol and diesel vehicles to electric ones, with clear analysis of which vehicles to switch first and a practical plan for the change.

Consulting and modeling

Practical strategy, data modeling, and an extra set of experienced eyes when you need help making electrification decisions you can trust.

Where we operate

Proven in Croatia, built for the whole region

Our models are trained and validated on years of real charging-session data from public networks across Croatia, and designed to travel to new cities and territories.

Slovenia Hungary Serbia Bosnia and Herzegovina Montenegro Italy Adriatic Sea CROATIA Zagreb Rijeka Osijek Zadar Split Dubrovnik Europe
3+ years of real charging-session data behind our models
1,000+ public charge points analyzed
25+ cities in our siting and demand dataset

Bring MarkOne to your region

We start with your open data and a 30-minute call, then tell you plainly what we can and cannot forecast for your territory.

Get in touch

Research

Software backed by peer-reviewed science

The models behind MarkOne did not start as a product idea. They started as research at the University of Zagreb's Faculty of Electrical Engineering and Computing. Daria Matković's published work on charging demand forecasting, dynamic pricing, energy market participation, station placement, and fleet electrification is the foundation of what we ship, and every paper below is public, so you can check our methods yourself.

Energy · 2025

Participation of electric vehicle charging station aggregators in the day-ahead energy market using demand forecasting and uncertainty-based pricing

D. Matković, T. Matijašević Pilski, T. Capuder

Read it on ResearchGate

Sustainable Energy, Grids and Networks · 2025

Dynamic pricing strategy based on day-ahead charging demand forecasts

D. Matković, T. Matijašević Pilski, T. Capuder

Read it at ScienceDirect

Energy Sources, Part A · 2024

Charging station placement optimization based on the location significance prediction

D. Matković, T. Matijašević, T. Capuder

Read the paper

SpliTech, Split · 2023

Day-ahead and intra-day forecasting of electric vehicle charging station energy consumption

D. Matković, I. Sudić, T. Capuder

Read it on IEEE Xplore

We rely on data, not hunches

MarkOne started in Zagreb, where our founding team spent years researching EV charging at the University of Zagreb's Faculty of Electrical Engineering and Computing. We keep the company deliberately small, so the people you talk to are the same people who build your models and software. Our methods are published in peer-reviewed journals and conferences, so you never have to take our word for it. And if the numbers say a location will not work, we will tell you that too.

Daria Matković

Founder

Tell us about your project

Two sentences are enough to start. We read every message ourselves and reply within two working days.

  1. You write. Tell us roughly what you are planning or where you are stuck.
  2. We talk. A free 30-minute call, no slides and no obligation.
  3. You get a plan. A short written proposal with scope and price, usually within a week.

No mailing lists and no follow-up sequences. Your message goes straight to our engineers. Prefer email? Write to dmatkovic@markone.hr.

Book a free intro call