{"stable_id":"0809d69805cefe21","slug":"waymo-autonomous-ride-hailing","company":"Waymo","workflow_name":"Fully autonomous Waymo One driving","function_code":"engineering","pattern_codes":["exception_based_operations","creator_to_judge"],"changed_assumption":"Within a defined domain, automated driving can control the vehicle while remote assistance handles exceptions.","evidence_strength":"verified","publication_tier":"showcase","freshness":"current","reviewed_at":"2026-08-23","updated_at":"2026-08-22","source_quality_summary":"1 peer reviewed, 1 vendor; publication outcomes are verified.","caveat_summary":"Claims are a proxy for at-fault collisions and results apply to Waymo's operating domains. Both injury claims were still open at publication.","freshness_caveat":null,"workflow_summary":{"before":[{"actor":"Human driver","action":"Perceives the road, plans maneuvers, and controls the vehicle for each passenger trip.","actor_type":"human"},{"actor":"Ride-hailing operator","action":"Dispatches and monitors a human-driven trip.","actor_type":"human"}],"hinge":"Within a defined domain, automated driving can control the vehicle while remote assistance handles exceptions.","after":[{"actor":"Waymo Driver","action":"Perceives, predicts, plans, and controls the vehicle with no human in the driver seat.","actor_type":"system"},{"actor":"Fleet operations","action":"Monitors service and provides remote assistance for unusual situations without continuously driving.","actor_type":"system"}],"decision_mode":"shared","decision_marker":"AI handles the default; humans own exceptions"},"before":[{"order":1,"actor":"Human driver","action":"Perceives the road, plans maneuvers, and controls the vehicle for each passenger trip.","handoff_to":"Passenger destination","control":"Traffic law, licensing, and driver judgment."},{"order":2,"actor":"Ride-hailing operator","action":"Dispatches and monitors a human-driven trip.","handoff_to":"Support","control":"Fleet and safety procedures."}],"after":[{"order":1,"actor":"Waymo Driver","action":"Perceives, predicts, plans, and controls the vehicle with no human in the driver seat.","handoff_to":"Passenger destination","control":"Geofenced operational domain and safety systems."},{"order":2,"actor":"Fleet operations","action":"Monitors service and provides remote assistance for unusual situations without continuously driving.","handoff_to":"Incident or roadside response","control":"Operational escalation and regulatory reporting."}],"decision_rights":"The ADS controls routine trips; operations staff and authorities define service boundaries, suspend operations, and manage exceptions.","exception_path":"The vehicle reaches a minimal-risk condition or requests fleet assistance; field teams and emergency services respond when needed.","removed_work":["Continuous in-vehicle human driving"],"outcomes":[{"metric":"Property-damage liability claims","baseline":"78 claims expected for human drivers over comparable 25.3 million miles.","result":"9 Waymo claims, an 88% reduction.","period":"25.3 million fully autonomous miles analyzed through 2024.","scale":"Four U.S. cities; human baseline used over 500,000 claims and 200 billion miles.","attribution_caveat":"Claims are a proxy for at-fault collisions and results apply to Waymo's operating domains.","evidence_label":"verified"},{"metric":"Bodily-injury liability claims","baseline":"26 claims expected for human drivers over comparable mileage.","result":"2 Waymo claims, a 92% reduction.","period":"25.3 million fully autonomous miles analyzed through 2024.","scale":"Four U.S. cities.","attribution_caveat":"Both injury claims were still open at publication.","evidence_label":"verified"}],"executive_lesson":"Physical autonomy is defensible only when the decision boundary, exception path, and real-world harm metric are explicit.","anti_pattern":"Generalizing geofenced service results to unrestricted autonomous driving.","questions_for_leaders":["What conditions are outside the operating domain?","How is minimum-risk behavior validated?","Which incident data are independently reviewable?"],"collections":["human-still-decides","embodied-work"],"bundle_version":"1.0.0","bundle_fingerprint":"sha256:c23c6cc2b88153d008ea8fda928f632ce0011fc2d4c5036672a16e5d895bab93","canonical_url":"https://brianletort.ai/transformations/waymo-autonomous-ride-hailing"}