Safety & Vision

AI-powered helmet, parking, and sidewalk-detection enforcement

11 Articles

Levy Vision FAQ

Common questions about Levy Vision — accuracy, privacy, pricing, vendor choice, city compliance, and rider experience

7 min read
beginner

Getting Started with Levy Vision

Turn on helmet selfies, parking-pose validation, and sidewalk detection for a pilot subaccount, step by step

8 min read
beginner

Helmet Verification at Unlock

How the helmet selfie check works, what riders see, how to configure strict mode, and how the AXA helmet-lock bypass works

8 min read
intermediate

MDS Export for Cities

Generate MDS-aligned safety event feeds for city compliance — helmet compliance, sidewalk events, and parking issues by jurisdiction

6 min read
intermediate

Levy Vision Overview

What the Levy Vision computer-vision safety suite does, what it covers today, and where it's headed

6 min read
beginner

Parking-Pose Validation

How end-of-ride parking photos are classified, how fees are applied, and how the appeal flow works for riders

7 min read
intermediate

Reviewing Parking Appeals

Walk through the operator workflow for handling rider appeals on parking-pose fees, including the 48-hour SLA and refund routing

6 min read
intermediate

Sidewalk Detection

How on-vehicle sidewalk detection works, what events look like in the dashboard, and how to configure thresholds and geofence overrides

8 min read
intermediate

Throttle-Cut Policy

How the warn → speed reduce → cut ladder works, how restoration is gated, and how to tune the policy for your fleet

7 min read
advanced

Troubleshooting Levy Vision

Diagnose helmet, parking, and sidewalk-detection issues — events not appearing, latency spikes, false positives, and webhook failures

8 min read
intermediate

Vendor Setup — Drover & Luna

Install, provision, and verify on-vehicle sidewalk-detection hardware from Drover AI or Luna Systems

8 min read
advanced