The world model for humans today and autonomous mobility tomorrow.
About
prken. is building a live world model for urban parking and movement, combining
human input, real-world signals, and AI into a continuously evolving intelligence
layer for people, cities, and autonomous systems.
Parking is where the model begins. The opportunity extends far beyond it.
Why it matters
Sources: Parkopedia Driver Surveys 2023-24; INRIX Parking Pain Study 2017.
Products
01 | PRKEN. APP
Built around a simple idea: every swipe can make parking a little easier for everyone.
prken. continuously learns from what happens on the ground, turning everyday activity
into smarter parking intelligence.
Live availability
Live signals and AI predictions show where parking is free right now, with filters for no-cost street parking.
Navigation
Choose a free parking spot and prken. guides you to it, cutting out unnecessary searching and circling.
Swipe to contribute
Free or taken - one quick swipe improves both the map and the model behind it. Each contribution improves prken. for everyone.
02 | PRKEN. CONSOLE
See occupancy, parking demand and movement patterns by area, weekday, and hour - turning street-level data into a clearer picture of how people move through the city and enabling smarter city planning decisions.
Live occupancy
See occupancy at a glance across the city, with live status signals updated continuously as new data comes in.
Demand patterns
prken. Intelligence identifies recurring parking patterns across locations, hours, and days, revealing where demand builds and how it shifts over time.
03 | PRKEN. DATA BOT
A compact sidewalk robot* that roams neighborhoods and reads the curb, continuously labeling occupancy where human input has not yet reached. It exists for one reason: to build the ground-truth dataset that makes the world model more precise and strengthens prken.’s foundation for autonomous mobility.
*Planned as part of the prken. product roadmap, with initial deployment targeted to begin in 18+ months.
Data Bot Specs
PRKEN. INTELLIGENCE
Every parking spot becomes a node. Every human observation adds ground truth.
On top of the public street map, prken. builds a proprietary layer of movement and parking
patterns that trains the model behind every product. It learns patterns, not places -
enabling it to scale from one city to the next.
Starting in Zurich. Built for cities worldwide.
Best window in Zurich: 13:00-15:00 · P(free) 0.74
Technology
Partnerships
We partner with innovators, technology leaders, and cities to turn real-world data into predictive intelligence that enables smarter decisions today and autonomous mobility tomorrow.
Coming soon.
Community
“The future of urban mobility is not about adding more. It is about using what already exists more intelligently – reducing search traffic, reclaiming time, and easing pressure on the city.”
The prken. founding team
Waitlist | 500 invites this round
Join a selected early-access community and experience prken. before the wider launch. Your feedback helps shape what comes next, while you unlock early benefits as prken. expands city by city.
