
Artificial Intelligence (AI) is revolutionizing various sectors, and micromobility is no exception. By integrating AI into e-scooters, e-bikes, cars and other small vehicles, the industry is becoming smarter, safer, and more efficient. AI’s prowess in data processing, predictive analytics, and machine learning is driving this transformation, making operations more innovative and productive, and setting a bright future for micromobility.
Let's explore how AI is making a significant impact on the micromobility industry through smart parking, dynamic pricing and rebalancing, and damage detection.
From automating routine tasks to providing deep insights through data analysis, AI is reshaping how we navigate urban environments. Its ability to learn from vast amounts of data and make real-time decisions is crucial for developing efficient, sustainable, and user-friendly transportation solutions.
AI in micromobility
Micromobility refers to small, easy-to-maneuver vehicles like e-scooters, e-bikes, and shared bicycles that operate at speeds typically below 25 km/h. The rise of micromobility is driven by the need for convenient, cost-effective, and eco-friendly urban transport. AI helps tackle critical challenges in the micromobility industry, including parking management, pricing strategies, fleet rebalancing, and damage detection. Companies like SWITCH are leading the way by using advanced algorithms to generate synthetic data, predict demand, optimize fleet distribution, and support strategic planning.
3 business problems AI solves
1) Improper parking
Improper parking can clutter sidewalks and create accessibility issues, frustrating many urban dwellers. AI-driven parking analysis provides a practical solution:
- Image Validation: AI modules validate images uploaded by users, ensuring the vehicle is correctly parked. Invalid images require users to retake them.
- Real-Time Monitoring: AI systems analyze live feeds of parking images, allowing operators to quickly address poor parking.
- Behavioral Improvement: Data from AI analysis helps redefine parking zones and penalize repeat offenders, reducing bad parking practices.
- Support Reduction: Accurate parking data significantly decreases the number of support tickets related to parking issues.
Results? Studies show AI parking analysis can drastically improve compliance. For instance, 52% of improperly parked vehicles are correctly re-parked on the second attempt, rising to 82% by the third attempt.
If you're interested in exploring these solutions further, you can read a case study by ATOM Mobility in collaboration with Captur's AI-Powered Photo Verification solution.
2) Dynamic pricing and rebalancing
AI enhances fleet utilization and customer satisfaction through dynamic pricing and rebalancing strategies:
- Predictive Rebalancing: AI predicts where vehicles are needed most, optimizing their distribution across the city, increasing fleet utilization, and ensuring availability.
- Automated Task Management: Ground teams benefit from automated task assignments, streamlining operations and reducing manual workloads.
- Dynamic Pricing: AI adjusts rental costs based on demand, time of day, and location, maximizing revenue and customer retention.
A case study revealed that scooters placed in AI-recommended areas saw a 6% increase in average revenue, and rebalanced vehicles experienced a 10.8% usage increase within 24 hours.
3) Damage detection
Maintaining vehicle condition is crucial for safety and longevity. AI-powered damage detection systems offer a solution:
- 360-Degree Capture: AI guides users through comprehensive vehicle inspections, capturing detailed images from all angles during pick-up and drop-off.
- Damage Detection: AI algorithms detect and assess scratches, dents, and other damages, focusing on types specific to the business’s needs.
- Automated Reporting: The system generates detailed reports on vehicle damage history and rental status, ensuring transparency and facilitating prompt repairs.
Automating damage detection helps operators maintain high safety standards and reduces downtime from manual inspections. Companies such as FocalX streamline the damage detection functionality.
Embracing AI for a smarter future
Integrating AI in micromobility is revolutionizing the industry by enhancing operational efficiency, user experience, and safety. As AI technology continues to evolve, its role in shaping the future of micromobility will grow, driving the industry toward smarter, more sustainable urban transportation solutions.
For micromobility operators, embracing AI technologies is not just an option but a necessity to stay competitive and meet the growing demands of urban commuters. The future of micromobility is intelligent, efficient, and AI-driven.
Join the ATOM Academy
Ready to dive deeper into the world of shared mobility and learn how to use AI to transform your business? Join the ATOM Academy for FREE expert knowledge, practical insights, and innovative strategies that will help you stay ahead in the rapidly evolving micromobility industry. Visit ATOM Mobility to learn more. Let's drive the future of urban transportation together!
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🚗💬 Why do ride-hail drivers quit – and what makes them stay? We break down insights from the 2025 Gig Driver Report and show how ATOM Mobility helps platforms keep drivers happy with instant payouts, dynamic pricing, and smarter tools.
How to retain drivers on your ride-hailing platform long term
In the ride-hailing business, getting enough drivers online is critical. But keeping them there is what really drives long-term success. Unlike traditional taxi services, ride-hailing drivers are independent contractors. They don’t have fixed shifts, guaranteed income, or long-term contracts. They log on when it suits them, and just as quickly, they can log off – or switch to another app.
That flexibility means you're not only competing for riders. You're also competing for drivers, every single day.
What makes ride-hailing different for drivers
Compared to traditional taxis, the ride-hailing model offers drivers more independence but less security. Taxi drivers usually worked under a dispatcher, used company-owned vehicles, and followed a set schedule. Ride-hailing drivers use their own car, their own time, and often multiple apps.
The benefits are clear: flexibility, lower entry barriers, and instant access to earnings. But the downsides are just as real: unpredictable income, lack of support, and platform instability. For platforms, that means driver loyalty is fragile. Small changes – like delayed payments or fewer rides – can cause drivers to leave.
Why driver retention matters
Most ride-hailing operators focus heavily on passenger growth. But without enough reliable drivers, demand turns into frustration. When wait times grow or no vehicles are available, users abandon the app. This makes driver retention a key metric – not just for operations but also for brand trust and profitability.
It’s more expensive to onboard a new driver than to keep an experienced one. A stable driver base delivers smoother rides, higher ratings, and better service coverage. If your drivers are churning every few weeks, your entire operation becomes reactive.

Inside the 2025 Gig Driver Report
A recent survey by Everee sheds light on what drivers want - and what makes them quit. In May 2025, 419 gig drivers in the U.S. were surveyed. Most of them worked across multiple apps, including Uber, Lyft and Shipt. The full findings are available in the 2025 Gig Driver Report by Everee.

Key findings:
- 68% of drivers work with two or more gig apps every month. Only 32% stick to one.
- 84% say fast access to earnings is important or very important when deciding where to work.
- 70% of drivers want their money within 24 hours.
- 44% would consider quitting if instant payouts became slower or more expensive.
- 21% would leave if onboarding took too long.
These numbers show how sensitive drivers are to delays, unclear policies, and inefficiencies. A small friction point in your system could be enough to push them to a competitor.
Why drivers leave
The survey also highlighted the most common reasons drivers stop working with a platform:
- 59% left after a sudden drop in pay rates or bonuses
- 48% due to fewer available jobs
- 44% when fees or restrictions were added to instant payouts
- 41% because of safety concerns during pickups or drop-offs
- 39% due to rigid scheduling or lack of flexibility
In short, if drivers feel their earnings or control are at risk, they move on. The ride-hailing industry is too competitive for platforms to assume drivers will stay loyal without constant support and improvement.
What platforms can do to retain drivers
To retain drivers long term, platforms need to act on what drivers value most. According to the same report, the top three areas that would increase loyalty are:
- Guaranteed minimum earnings or predictable income
- Better access to instant payouts
- A smoother, faster onboarding process
Additionally, drivers want to feel that their time is respected, their safety is prioritized, and that they are not left guessing about payments or platform changes.
How ATOM Mobility helps you build driver loyalty
With ATOM Mobility’s platform, ride-hailing operators have access to several features designed specifically with drivers in mind.
The “Offer Your Price” feature allows riders to bid slightly more during high demand or bad traffic conditions, giving drivers the chance to earn extra when it matters most.
Dynamic pricing lets operators automatically raise fares during weekends, holidays, or peak hours so that drivers earn more when demand spikes.
One of the most impactful tools is the instant revenue split system, where a driver’s commission is transferred directly to their Stripe Connect account after every successful ride. This eliminates waiting times and builds trust through real-time, transparent payouts.
To make things even smoother, ATOM Mobility offers a dedicated driver app where drivers can track performance, see earnings, and review ride history.
All of this adds up to a professional, transparent experience for drivers - and a stronger incentive to stay on your platform long term.
A dedicated driver app helps drivers track performance, earnings, and ride history. This kind of visibility increases engagement and reduces confusion. Instead of contacting support for payment questions, drivers can see everything directly in the app. The experience feels more professional and structured – which increases the chance they’ll stay longer.
You can explore the dedicated driver app in more detail on driver app overview.
Faster onboarding leads to faster activation
Another key piece of retention is how quickly drivers can get started. Platforms that make onboarding long or confusing lose drivers before the first ride. ATOM Mobility supports streamlined onboarding flows with pre-filled fields, automatic document validation, and built-in guides. In some cases, drivers can be onboarded, verified, and ready to drive within hours – not days.
A better experience creates loyalty
Drivers are not just users of your app – they are ambassadors of your brand. Every interaction they have, from the first sign-up to the latest payout, shapes how they feel about your platform. If it’s smooth, fair, and rewarding, they’re likely to stay. If not, they’ll be gone before the next weekend rush.
By investing in the right tools and understanding what really matters to drivers, platforms can reduce churn, increase satisfaction, and build a loyal driver base. And in a market where supply is everything, that loyalty pays off.
If you're building a ride-hailing operation and want to give your drivers a reason to stay, ATOM Mobility gives you the technology to make it happen. From instant payments to dynamic pricing and a dedicated driver app, everything is designed to keep your fleet active and engaged – for the long haul.

👉 ATOM Connect 2025 is an exclusive shared mobility networking event hosted by ATOM Mobility in collaboration with INVERS. This focused gathering will bring together industry leaders, innovators, and decision-makers from Europe's car-sharing and car-rental sectors to explore the future of shared mobility.
What happens when professionals from Europe’s car sharing and car rental industries gather under one roof? You get a day filled with fresh ideas, insightful discussions, and valuable connections that help shape the future of mobility. That’s what awaits at ATOM Connect 2025 - a dedicated industry event hosted by ATOM Mobility in partnership with INVERS.
This year’s gathering takes place on October 30, 2025, in Riga, Latvia, at the panoramic top floor of the AC Hotel by Marriott. With views stretching across Riga’s historic Art Nouveau district, the setting offers an inspiring backdrop for meaningful conversations about the next steps in shared mobility.
Date & Time: October 30, 2025, from 15:00 onwards
Location: AC Hotel by Marriott, Riga (top floor with panoramic views)
Hosts: ATOM Mobility & INVERS
Format: Expert talks, interactive Q&A, networking sessions, and evening drinks
Topics covered:
- Market insights from INVERS
- Scaling car sharing businesses
- Digital transformation in rentals
- Corporate mobility opportunities
- Eastern Europe’s shared mobility landscape
Why Attend ATOM Connect 2025?
Learn from industry experts
The agenda is designed to address today’s most relevant mobility challenges. Expect data-driven insights from INVERS, practical strategies for scaling car sharing operations, discussions on digital rental solutions and corporate mobility, plus a closer look at the unique opportunities and challenges in Eastern Europe.
The event will also be joined by BYD, one of the world’s fastest-growing electric vehicle makers, who will showcase their innovative, affordable EVs at our event.
Build valuable connections
ATOM Connect 2025 is a focused gathering that brings together operators, rental businesses, and mobility experts from across Europe. With a mix of talks, networking breaks, and an evening reception, the event offers the perfect setting to exchange experiences, discuss challenges, and explore future partnerships.
Join the Conversation
If you’re active in car sharing or rental industry and want to stay ahead in a rapidly evolving market, ATOM Connect 2025 is a must-attend event. Together with INVERS, we’re creating a space where the European shared mobility community can connect, learn, and look toward the future.
👉 Save the date and request your spot today*: https://www.atommobility.com/atom-connect-2025
*Please note: ATOM Connect 2025 is intended for shared car mobility and car rental industry professionals. Registration requests will be reviewed before confirmation.


