VerifyAI vs Luna Systems
Comparing a software-only verification API against Luna's hardware-optional ARAS platform for micromobility parking compliance.
Try VerifyAIChoosing Between VerifyAI and Luna Systems
Luna Systems is a Dublin-based company founded in 2019 that offers two distinct products: a software-only parking verification API and an on-vehicle Advanced Rider Assistance System (ARAS) with cameras. They raised 1.5M EUR in January 2026 and work with operators like hop, Ryde, and Voi.
VerifyAI is a software-only photo verification platform with transparent per-verification pricing, a self-service SDK, and broader use case coverage beyond just parking. Both platforms serve the micromobility space, but their approaches differ significantly.
In this comparison, we focus primarily on Luna's software-only parking API since that's the closest equivalent to VerifyAI. We'll also cover how Luna's full ARAS hardware offering compares.
Quick Verdict
VerifyAI offers broader verification capabilities (parking, damage, POD), transparent pricing, and a self-service SDK. Luna specializes in micromobility with advanced in-ride safety features through their ARAS hardware, but their software-only parking API has narrower scope.
Choose VerifyAI for flexible, multi-use-case verification. Choose Luna if you specifically need on-vehicle ARAS hardware for in-ride safety features like collision warnings and sidewalk detection.
Feature Comparison
| Feature | Switch Labs | Luna Systems |
|---|---|---|
| Pricing Model We Win | Per verification ($0.008) | Per vehicle (not public) |
| Annual Commitment We Win | None | Custom enterprise contracts |
| Self-Service SDK We Win | ||
| Parking Verification | ||
| Damage Detection We Win | ||
| Proof of Delivery We Win | ||
| On-Vehicle ARAS Hardware They Win | ||
| Collision Warnings They Win | ARAS only | |
| Sidewalk Riding Detection They Win | ARAS only | |
| Offline Support | ||
| Hardware Required We Win | Optional (ARAS) | |
| Integration Time We Win | Hours | Weeks-months |
| Public API Documentation We Win | ||
| U.S. Market Presence We Win |
Detailed Comparison
Pricing
Luna does not publish pricing. Their contracts are custom enterprise agreements negotiated with each operator. Industry estimates suggest per-vehicle pricing in the $10-20/month range for their full ARAS offering, though the software-only parking API may be priced lower.
VerifyAI charges $0.008 per verification with no minimums or annual commitments. Volume pricing drops to $0.005 at 100K/month and $0.003 at 1M+/month. For a fleet of 1,000 vehicles averaging 10 verifications per vehicle per day, VerifyAI would cost roughly $2,400/month versus Luna's estimated $10,000-$20,000/month.
The lack of public pricing from Luna makes direct comparison difficult, but VerifyAI's transparent model lets you calculate exact costs before committing.
Verification Capabilities
Luna's software-only API focuses exclusively on parking verification for micromobility: confirming scooters are in parking bays, kickstands are engaged, and locks are secured. Their published accuracy is 93% overall, with lock detection at 97-98% but kickstand detection at only 66-70%.
VerifyAI covers parking verification, damage detection, and proof of delivery with 99.2% accuracy across all use cases. This broader scope means a single vendor and SDK integration can handle multiple verification needs.
Luna's ARAS hardware adds in-ride safety features (collision warnings, pothole detection, sidewalk riding detection) that VerifyAI does not offer, but these require cameras mounted on every vehicle.
Integration & Access
Luna does not publish SDK documentation or offer self-service access. Every integration requires a direct B2B partnership with their team of 12-14 people, which can constrain onboarding capacity.
VerifyAI provides public documentation, sample apps, and a self-service SDK with 3-line initialization. Most teams are live within a day without needing to go through a sales process.
For operators who want to evaluate quickly or run a pilot without a lengthy enterprise procurement process, VerifyAI removes the friction entirely.
Technology & Architecture
Luna originated from the Intel-Movidius Edge AI accelerator and runs optimized models on constrained hardware. Their ARAS runs on Qualcomm Snapdragon chipsets with 2cm positioning accuracy for geofencing.
For their software-only parking API, images from the rider's phone are sent to Luna's cloud for analysis. VerifyAI processes images on-device, keeping data local for faster results and better privacy.
Luna's edge AI expertise is strongest in their ARAS hardware product. For the software-only parking API, VerifyAI's on-device processing is a technical advantage.
Hardware & OEM Partnerships
Luna's ARAS hardware platform is a genuine differentiator. Their on-vehicle camera system runs on Qualcomm Snapdragon chipsets and provides real-time collision warnings, sidewalk riding detection, intelligent deceleration, and 2cm positional accuracy using computer vision rather than GPS.
Luna has strategic OEM partnerships with Segway and Qualcomm, and has deployed ARAS across fleets in Istanbul (3,000 scooters with hop), Oslo (2,700 with Ryde), and with Voi across multiple markets. This hardware-plus-software approach addresses in-ride safety problems that software-only solutions cannot.
VerifyAI is software-only and does not offer on-vehicle hardware, in-ride monitoring, or OEM partnerships. For operators who need both parking verification and real-time rider safety features, Luna's integrated hardware platform is the stronger option.
Market Presence & Focus
Luna is deployed exclusively in Europe (Ireland, Norway, Turkey, UK, Belgium) with live deployments across multiple operators. Their January 2026 funding round also emphasized consumer cycling safety cameras, broadening their addressable market beyond shared micromobility.
VerifyAI serves the U.S. market and is not limited to a single vertical, offering verification for micromobility, delivery, and fleet inspection use cases.
If you operate in European markets and want a local vendor with established operator relationships, Luna has the regional advantage. For U.S.-based operations or multi-vertical verification needs, VerifyAI is the better fit.
Pros & Cons
Switch Labs
Pros
- Transparent per-verification pricing ($0.008)
- No annual commitments or monthly minimums
- Broader verification coverage (parking, damage, POD)
- Higher published accuracy (99.2% vs 93%)
- Self-service SDK with public documentation
- On-device processing for the software offering
- U.S. market presence
Cons
- No on-vehicle ARAS hardware option
- No in-ride safety features (collision warnings, sidewalk detection)
- No OEM hardware partnerships (Segway, Qualcomm)
Luna Systems
Pros
- On-vehicle ARAS with real-time rider safety features
- 2cm positioning accuracy with computer vision
- Strategic partnerships with Segway and Qualcomm
- Proven deployments in Istanbul (3,000 scooters) and Oslo (2,700)
- In-ride features like collision warnings and intelligent deceleration
- Built-in facial and license plate blurring
Cons
- No public pricing or self-service access
- Parking-only scope for software API (no damage or POD)
- Kickstand detection accuracy only 66-70%
- Europe-only deployments
- Team of 12-14 limits onboarding capacity
- Recent pivot toward consumer cycling products
Which Should You Choose?
Choose VerifyAI If You...
- Need parking, damage, and POD verification in one platform
- Want transparent pricing without enterprise contract negotiations
- Need to integrate and go live quickly (hours, not weeks)
- Operate in the U.S. market
- Want on-device processing for your software verification
- Prefer a self-service developer experience
Choose Luna Systems If You...
- Need on-vehicle cameras with real-time rider safety features
- Require ARAS capabilities (collision warnings, sidewalk detection)
- Operate exclusively in European markets
- Want cm-level geofencing accuracy with computer vision
- Need integration with Segway vehicle hardware
Frequently Asked Questions
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