Sidewalk delivery
17 tracked companies; 5 companies with incident history, 12 unique documented incidents. Ranked by RobotRisk index; tick marks industry median where nonzero. All industries.
Analyst brief
Sidewalk-delivery robotics shows 13 incidents across 5 of 16 tracked companies, a 31-percent record rate on a small population. Crash is the dominant type at 6 of 13 entries, with injury (3), disruption (2), fire (1), and shutdown (1) making up the remainder. Severity concentrates at the low-to-moderate end, with 7 of 13 entries at tier 2 and 3 at tier 1, and only 3 entries at tiers 3 and 4 combined, indicating a record weighted toward minor operational incidents. Serve Robotics, Coco Robotics, and Starship account for the bulk of named entities, consistent with these being the category's most deployed fleets.
Company risk ranking
| Company | RobotRisk index (0-100) | Industry percentile | Band | Incidents |
|---|---|---|---|---|
| Serve Robotics | 42.1 |
100% | Elevated | 4 |
| Coco Robotics | 34.4 |
94% | Elevated | 4 |
| Starship | 28.2 |
88% | Elevated | 2 |
| Kiwibot | 9.7 |
81% | Low | 1 |
| Neubility | 8.1 |
75% | Low | 1 |
| Cartken | 0.0 |
0% | Not yet assessed | 0 |
| Ottonomy.IO | 0.0 |
0% | None documented | 0 |
| Refraction AI | 0.0 |
0% | None documented | 0 |
| Relay Robotics | 0.0 |
0% | None documented | 0 |
| Piaggio Fast Forward | 0.0 |
0% | None documented | 0 |
| REE Automotive | 0.0 |
0% | None documented | 0 |
| Academy of Robotics | 0.0 |
0% | None documented | 0 |
| JD Logistics | 0.0 |
0% | None documented | 0 |
| Meituan | 0.0 |
0% | None documented | 0 |
| Cainiao | 0.0 |
0% | None documented | 0 |
| Yandex | 0.0 |
0% | None documented | 0 |
| Yango Autonomy | 0.0 |
0% | Not yet assessed | 0 |