Drover AI
Drover AI provides AI-powered computer vision modules for shared micromobility vehicles, enabling real-time sidewalk, bike lane, and street detection without GPS or groundtruth maps. The company sells hardware modules and OEM-embedded technology to fleet operators and vehicle manufacturers globally.
- Company typePrivate
- Founded2020
- HeadquartersLos Angeles, United States
- Headcount1–10
- GTM typeB2B
- OfferingHardware or Manufacturing
Drover AI firmographics
Firmographics- Name
- Drover AI
- Legal name
- Drover AI
- Website
- https://drover.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Drover AI provides AI-powered computer vision modules for shared micromobility vehicles, enabling real-time sidewalk, bike lane, and street detection without GPS or groundtruth maps. The company sells hardware modules and OEM-embedded technology to fleet operators and vehicle manufacturers globally.
- Ownership category
- akta.pro rank
Drover AI industry classification
Industry- Product category
- Micromobility Computer Vision Hardware
- NAICS
- Support Activities for Road Transportation (4884)
- SIC
- Transportation Services (4700), Miscellaneous Transportation Equipment (3790)
- akta.pro primary industry
- Video Telematics, ADAS & AI Dashcams (TLAEAFAG)
- akta.pro secondary industries
- Video Telematics & AI Dashcams (TLAEANAA), Driver Behavior, Safety & Video Telematics (Dashcams/AI) (TLABAJAG)
Keywords
Where Drover AI is headquartered
LocationHeadquarters
- HQ city
- Los Angeles
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Drover AI business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Technology or R&D, Supply Chain, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- PathPilot Hardware Module Sales: Drover AI sells hardware modules (PathPilot) that are attached to micromobility vehicles. These modules integrate computer vision cameras and sensor fusion processors to deliver real-time infrastructure detection, safety alerts, and compliance data. Revenue is generated through the sale of the hardware module itself to fleet operators and vehicle manufacturers.
- PathPilot Lite OEM/Embedded Licensing: PathPilot Lite is integrated into vehicles by manufacturers or IoT manufacturers at the production stage. This generates licensing/OEM revenue through integration agreements with vehicle manufacturers and IoT device makers who embed Drover's AI technology into their products.
Go-to-market motion2 records
Distribution channels4 records
Marketing channels6 records
Drover AI product offering
Product offeringCore offering
Drover AI designs, manufactures, and sells the PathPilot and PathPilot Lite hardware modules—camera-equipped IoT devices with onboard processors and proprietary sensor fusion that run computer vision AI directly on Light Electric Vehicles to detect sidewalks, bike lanes, streets, and parking outcomes in real time. The companion Drover Corral dashboard turns the telemetry from deployed units into compliance and operational insights for fleet operators, city governments, and insurance partners.
Product overview
Drover AI offers a modular product architecture centered on AI-powered computer vision for micromobility. The core product is PathPilot (including the smaller PathPilot Lite variant), a hardware/software module that attaches to or integrates into Light Electric Vehicles to detect infrastructure and enable real-time control. Drover Corral serves as the companion data dashboard that aggregates and visualizes telemetry from deployed PathPilot units, providing insights to operators, cities, and insurance companies. Together, these products help shared micromobility operators win permits, reduce violations and fines, mitigate insurance costs, and comply with regulations.
Differentiator
Problem solved
Functional benefit
Brands
- PathPilot: AI-powered module that attaches to micromobility vehicles, using a camera to detect and sense infrastructure, speed, and location in real-time without needing pre-existing data or precise GPS.
- PathPilot Lite
- Drover Corral
Products and services
- PathPilot AI-powered computer vision module that attaches to micromobility vehicles, using a camera to detect and sense infrastructure, speed, and location in real time without needing pre-existing data or precise GPS. Features redundant GPS and cellular connectivity, dual 5W speakers for real-time alerts, and enables sidewalk detection, bike lane detection, parking validation, and real-time vehicle control for shared micromobility fleet operators.
- PathPilot Lite Compact, cost-effective version of PathPilot technology with processor and sensor fusion, designed for integration into micromobility vehicles by vehicle manufacturers, IoT manufacturers, and self-building fleet operators, requiring only the addition of a camera.
- Drover Corral Data dashboard for visualizing granular telemetry data produced by deployed PathPilot units. Enables operators to view trip-level infrastructure usage color-coded by category, parking events with photos, historic telemetry, aggregate fleet behavior analytics, and incident alerts. Data serves operators, cities, and insurance companies for compliance and operational decisions.
Quantifiable outcome
- Deployed on more than 10,000 vehicles across multiple continents
- +3 more outcomes
Companies that use Drover AI
Customer profileNamed customers7 records
Segments4 records
Ideal customer profiles3 records
Drover AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature8 records
Drover AI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- BoltcoreBolt, one of Europe's largest mobility platforms, deployed Drover AI technology to prevent e-scooter collisions on pavements (sidewalks) in their shared scooter operations. The partnership was announced in November 2022 as part of Bolt's safety-focused technology rollout.
- SpincoreSpin, a shared e-scooter operator owned by Ford, uses Drover AI technology branded as Spin Insight Level 3. CEO Ben Bear stated: 'We are excited to partner with Drover—who have proven to have the best-in-class micromobility AI technology, to power Spin Insight.'
Scale indicators4 records
Recent moves6 records
Expansion highlights6 records
Drover AI competitors and assessment
Company assessmentDirect peers
- Luna Systems: Luna Systems provides AI-powered computer vision for shared micromobility vehicles, including sidewalk detection and parking compliance. It is the closest direct competitor to Drover AI's PathPilot, serving the same shared-mobility operators with overlapping functionality.
- Superpedestrian: Superpedestrian operates shared e-scooter fleets and developed proprietary AI safety technology (Pedestrian Defense) for sidewalk and pedestrian collision avoidance. It competes with Drover by bundling its own compliance tech with operator services, pressuring third-party demand for PathPilot.
- Comodule: Comodule is an IoT hardware and connectivity provider for light electric vehicles, offering telematics modules and fleet dashboards to shared micromobility operators. It overlaps with Drover's aftermarket IoT module business and competes for the same fleet-operator IT budgets.
- Velco: Velco provides connected IoT solutions and telematics for e-bikes and shared micromobility fleets. Its hardware-plus-software stack competes with Drover's PathPilot in adjacent LEV segments and serves similar fleet-operator and OEM customers in Europe.
Emerging players
- Tortoise: Tortoise develops computer-vision-powered repositioning and remote-operation technology for shared micromobility fleets. While focused on autonomous repositioning rather than compliance, its on-vehicle vision stack overlaps technically with Drover's PathPilot and addresses overlapping fleet-operator use cases.
- Helbiz: Helbiz is a multi-modal micromobility operator with technology investments in fleet intelligence and compliance. As a smaller, faster-moving operator, it is comparable to Drover's customer base and could either adopt PathPilot or develop competing internal capabilities.
Broad incumbents
- Bird: Bird is a global shared e-scooter operator with proprietary geofencing and safety technology. As a large incumbent that has invested in in-house tech, Bird represents both a potential customer and a vertical-integration threat to Drover's third-party compliance layer.
- Lime: Lime is one of the largest shared micromobility operators globally and has invested in proprietary vehicle intelligence and compliance capabilities. It represents a key account Drover must win or risk losing to in-house operator technology.
- Tier Mobility: Tier Mobility operates shared e-scooter and e-bike fleets across Europe and has built proprietary safety technology, including vehicle control features. It is comparable to Drover as both a potential customer and a competitor with internal AI/computer-vision capabilities.
- Neuron Mobility: Neuron Mobility is an Asia-Pacific focused shared e-scooter operator that has invested in proprietary safety technology, including tip-over detection and parking compliance. It is comparable as both a target customer for Drover and a potential in-house technology competitor.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Drover AI social profiles
Digital presenceDrover AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Drover AI leadership team
Management profileNumber of profiles
Profiles4 records
Drover AI funding detail
Funding detailFunding overview
Funding rounds2 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Drover AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Drover AI
What does Drover AI do?
Drover AI designs, manufactures, and sells the PathPilot and PathPilot Lite hardware modules—camera-equipped IoT devices with onboard processors and proprietary sensor fusion that run computer vision AI directly on Light Electric Vehicles to detect sidewalks, bike lanes, streets, and parking outcomes in real time. The companion Drover Corral dashboard turns the telemetry from deployed units into compliance and operational insights for fleet operators, city governments, and insurance partners.
Is Drover AI a public or private company?
Drover AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Drover AI founded?
Drover AI was founded in 2020. It employs 1 to 10 people.
Where is Drover AI based?
Drover AI is headquartered in Los Angeles, United States, in the North America region.
How does Drover AI make money?
Two revenue lines are on record. PathPilot Hardware Module Sales are the primary driver. The others are pathPilot Lite OEM/Embedded Licensing.
Who are Drover AI's main competitors?
Direct peers on record are Luna Systems, Superpedestrian, Comodule and Velco. Emerging players are Tortoise and Helbiz. Broad incumbents are Bird, Lime, Tier Mobility and Neuron Mobility.
Does Drover AI have an API?
No public API is recorded for Drover AI.
What industry is Drover AI in?
Drover AI's product category is Micromobility Computer Vision Hardware. Its primary akta.pro industry code is TLAEAFAG, Video Telematics, ADAS & AI Dashcams, with a secondary code of TLAEANAA, Video Telematics & AI Dashcams. Its NAICS code is 4884 and its SIC code is 4700.