{"head":{"title":"AI for Mobility and EV: Fleets, Safety and Transit","description":"AI for mobility: driver safety scores drivers can dispute, fleet demand forecasts, AI-matched lost property and EV ride-hailing. See OceanLab's AI builds.","canonical":"https://oceanlab.in/ai/mobility"},"industry":"mobility","aiStudies":4,"allStudies":7,"countries":4,"featured":[{"meta":{"slug":"balise","industry":"mobility","projectType":"Driver safety telematics","country":"ci","tags":["mobility","iot","ai","enterprise"],"compliances":["Law No. 2013-450 (personal data)","ARTCI filings","UN Model Regulations (dangerous goods)","ADR-style practice","Ivorian Labour Code"],"cover":{"src":"/case-studies/balise/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Balise - Driver Safety Telematics for a Dangerous Goods Tanker Fleet","description":"Designed and built a clickable driver safety console for a fuel and LPG distributor running about 350 tanker and delivery trucks across Côte d'Ivoire: explained driver scores, a review queue for telematics and AI dashcam events, a live map with curfew and SOS alerts, and coaching built on evidence drivers can see and dispute.","category":"Mobility / Driver Safety Telematics","client":"Kopéla Énergies"}}},{"meta":{"slug":"guadua","industry":"mobility","projectType":"Scooter & bike sharing","country":"co","tags":["mobility","ev","iot","ai"],"compliances":["Law 1581 of 2012 (habeas data)","Law 2486 of 2025 (light electric vehicles)","Consumer Statute (Law 1480 of 2011)","Bogotá district permit","Mobility Data Specification (MDS)","DIAN electronic invoicing"],"cover":{"src":"/case-studies/guadua/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Guadua - Shared E-Scooter and E-Bike Operations Console for Bogotá","description":"Designed a shared e-scooter and e-bike platform for a Bogotá operator running about 4,000 scooters and 1,500 e-bikes under a district permit, and built its clickable operator console: a dashboard that watches the permit's limits, a live fleet map with IoT state and alarms, vehicle records, and a planner that sends crews to swap batteries and rebalance where demand is forecast.","category":"Mobility / Scooter & Bike Sharing","client":"Frailejón Movilidad"}}},{"meta":{"slug":"foundit","industry":"mobility","projectType":"Lost and found network","country":"at","tags":["mobility","ai","enterprise"],"compliances":["ABGB found property rules","GDPR","DSG (Austria)","WZG","Wiener Antidiskriminierungsgesetz","WCAG 2.1 AA"],"cover":{"src":"/case-studies/foundit/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Found It - Lost Property Console for a City Transit Network","description":"Designed and built a clickable lost property console for a Vienna transit authority and its partner venues: log and track every found item through a full custody chain, review AI-suggested matches against passengers' lost reports with a clerk always deciding, and keep valuables and official documents on their own controlled routes.","category":"Mobility / Lost Property","client":"Weidenring Verkehrsbetriebe"}}},{"meta":{"slug":"driveluxe","industry":"mobility","projectType":"EV ride-hailing app","country":"hk","tags":["mobility","ev","mobile","ai"],"compliances":["PCI DSS","GDPR","ISO 27001"],"cover":{"src":"/driveluxe-1.png","width":1214,"height":844}},"text":{"en":{"title":"DriveLuxe - All-Electric Premium Ride-Hailing for Hong Kong","description":"Built a rider mobile app for an all-electric premium ride-hailing service - live EV map, charge-aware vehicle selection, real-time booking, and trip-completion CO₂ accounting - shipped from clickable AI prototype to App Store in 10 weeks.","category":"Mobility / EV","client":"DriveLuxe"}}}],"frameworks":[{"label":"GDPR","count":2},{"label":"ISO 27001","count":1},{"label":"PCI DSS","count":1}],"useCases":[{"title":"Driver safety","detail":"Explained driver scores, a review queue for telematics and AI dashcam events, and coaching built on evidence drivers can see and dispute.","studies":[{"slug":"balise","title":"Balise - Driver safety telematics"}]},{"title":"Fleet rebalancing","detail":"A planner that sends crews to swap batteries and rebalance scooters and bikes where demand is forecast.","studies":[{"slug":"guadua","title":"Guadua - Scooter & bike sharing"}]},{"title":"Lost property matching","detail":"AI-suggested matches between found items and passengers' lost reports, with a clerk always deciding.","studies":[{"slug":"foundit","title":"Found It - Lost and found network"}]},{"title":"EV ride-hailing","detail":"A rider app with a live EV map, charge-aware vehicle selection and trip CO2 accounting.","studies":[{"slug":"driveluxe","title":"DriveLuxe - EV ride-hailing app"}]}],"siblings":[{"label":"AI agents and automation","href":"/ai/ai","detail":"Research agents, knowledge assistants, call analysis, support triage, back-office agents and code review."},{"label":"AI for clinics and hospitals","href":"/ai/clinics","detail":"Clinical scribes, radiology workflow, clinic operations and patient feedback, with clinicians in charge."},{"label":"AI for insurance","href":"/ai/insurance","detail":"Claims intake, underwriting and insurance operations, with a person behind every decision."},{"label":"AI for legal teams","href":"/ai/legal","detail":"Contract review, policy assistants, e-discovery and contract lifecycle, with lawyers signing off."},{"label":"AI for accounting and tax","href":"/ai/accounting","detail":"Suggested bookings, receipt checks and tax reports from raw transactions, with the bookkeeper deciding."},{"label":"AI for agriculture","href":"/ai/agri","detail":"Satellite crop monitoring, stress triage and farm climate control, with agronomists and growers approving."},{"label":"AI for automotive","href":"/ai/auto","detail":"Used-car pricing with guardrails, inspection QA and condition reports, with buyers and reviewers deciding."},{"label":"AI for data and analytics","href":"/ai/data","detail":"Explainable forecasts planners can override and data quality monitoring that holds bad data back."},{"label":"AI for e-commerce and D2C","href":"/ai/ecom","detail":"Shopping assistants grounded in the catalogue and review moderation with safety escalation."},{"label":"AI for energy and utilities","href":"/ai/energy","detail":"Solar, battery and home energy apps with AI insights and automations, backed by IoT sensors."},{"label":"AI for fitness and wearables","href":"/ai/fitness","detail":"Readiness scores that explain themselves and photo-first nutrition tracking, with safety built in."},{"label":"AI for K-12 and tutoring","href":"/ai/k12","detail":"AI tutoring, teacher-reviewed feedback and translated parent messages, with teachers in charge."},{"label":"AI for manufacturing","href":"/ai/manufacturing","detail":"Visual inspection on the line and predictive maintenance that explains its alerts, advisory only."},{"label":"AI for media and creators","href":"/ai/media","detail":"AI video editing and clip finding, consent-gated voice clones and podcast publishing tools."},{"label":"AI for procurement and ESG","href":"/ai/procurement","detail":"Spend classified across ERPs and carbon inventories with evidence behind every number."},{"label":"AI for social and community","href":"/ai/social","detail":"Moderation queues, trust and safety triage and scam detection, with moderators making the call."},{"label":"AI for customer support","href":"/ai/support","detail":"Chat and voice AI agents with safe human handoff, call summaries and feedback that closes the loop."}]}