What Mapless AI does

Mapless AI is a US-based technology company, founded in 2020 and headquartered in Pittsburgh with offices in Boston and Denver, that developed remote teleoperation and autonomy supervision systems for vehicle and equipment fleets. Its core product is a low-latency remote driving platform that enables full operational control of existing fleet vehicles through proprietary software combined with automotive-grade hardware retrofits. These retrofits are designed for temporary, fully reversible installation without cosmetic damage to the host vehicle, allowing fleet operators to deploy remote operation capabilities across legacy assets. The company also offered a Dispatch-as-a-Service managed offering, supplying trained remote operators on-demand to customers that preferred not to onboard their own driver staff.

Name

Mapless AI

Legal name

Mapless AI, Inc.

Website

https://mapless.ai

Company type

Private

Founded year

2020

Operating status

Acquired

Headcount range

1–10 employees

Short description

Mapless AI developed low-latency remote teleoperation and onboard active safety systems for vehicle and equipment fleets. Its software plus reversible hardware retrofits enabled remote human-in-the-loop control and supervised autonomy for fleet operators, carshare services, and municipal deployments.

Ownership category

akta.pro rank

Product category

Remote Vehicle Teleoperation Software

NAICS

Computer Systems Design and Related Services (54151)

SIC

Computer Peripheral Equipment, Nec (3577), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Video Telematics, ADAS & AI Dashcams (TLAEAFAG)

akta.pro secondary industry

Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH)

Keywords

• Remote vehicle teleoperation
• Fleet teledriving software
• Autonomous fleet safety
• Teleoperation hardware retrofit
• Remote driving platform

Headquarters

HQ city

Pittsburgh

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Dispatch-as-a-Service: Managed service offering where Mapless' trained remote operators dispatch customer fleet vehicles on-demand; a recurring/usage-based service for fleet operators that do not want to onboard their own driver staff.
2. Hardware Retrofits and Fleet Integration: Sale/installation of fleet-friendly, automotive-grade hardware combined with proprietary software for reversible installation on existing vehicles; combined hardware + software offering.
3. Teleoperation Software Licensing: Proprietary low-latency teleoperation and autonomy supervision software integrated into customer fleets, likely licensed as part of the broader solution.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels4 records

Core offering

Mapless AI provides a one-stop remote vehicle teleoperation platform that delivers full operational remote control of existing fleet vehicles, built on proprietary low-latency connectivity software and automotive-grade hardware retrofits that install temporarily and reversibly on existing vehicles. Customers can operate the platform with their own staff or use Dispatch-as-a-Service, where Mapless AI's trained remote operators dispatch fleet vehicles on demand.

Product overview

Mapless AI offers a single unified remote-driving platform augmented by modular capabilities. Its core offering is the Remote Driving Platform, a one-stop solution that delivers full operational remote control of existing fleet vehicles. The platform is built on the company's proprietary low-latency connectivity and vehicle integration technology ('The Tech') and is delivered to customers via a fleet-friendly Fleet Retrofit Kit (software plus automotive-grade hardware) that can be temporarily and reversibly installed on existing vehicles. Customers can either operate the platform with their own staff or opt for Dispatch-as-a-Service, in which Mapless AI's trained remote operators dispatch vehicles on-demand. Following the May 2026 acquisition by FORT Robotics, the Onboard Active Safety capability was integrated into FORT's Trust Platform, expanding the combined offering from safety-certified machine control into supervised autonomy serving construction, logistics, defense, and last-mile delivery.

Differentiator

Problem solved

Functional benefit

Products and services

• Remote Driving Platform Mapless AI's flagship one-stop solution for remote car operation, providing full operational remote control of existing fleet vehicles via optimized, low-latency connectivity between remote operators and vehicles, targeted at fleet operators, shared mobility providers, construction, logistics, defense, and last-mile delivery customers.
• Fleet Retrofit Kit Fleet-friendly, scalable hardware-plus-software retrofit designed for temporary, fully reversible installation on existing vehicles with no cosmetic damage, enabling Mapless AI's remote driving platform to be deployed across legacy fleets.
• Dispatch-as-a-Service Managed service in which Mapless AI's trained remote operators dispatch customer fleet vehicles on demand, eliminating the need for customers to onboard their own driver staff.

Quantifiable outcome

• Completed the first machine-to-machine parking transaction in the US between an autonomous vehicle and a city parking system
• +2 more outcomes

Named customers3 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability7 records

Feature6 records

Partnerships

Three partnerships are on record, tiered flagship and core.

• FORT RoboticsflagshipStrategic or Co-development Partner · 27 May 2026Acquired Mapless AI to expand its Trust Platform with remote supervision and active safety capabilities. The combined entity serves construction, logistics, defense, and last-mile delivery sectors, with Mapless AI's engineering team joining FORT.
• Meter FeedercoreStrategic or Co-development Partner · 6 April 2026Co-developed the first machine-to-machine parking transaction system in the US with Meter Feeder, enabling autonomous vehicles to authenticate and pay for parking with the City of Pittsburgh without human intervention. The pilot was relevant ahead of Waymo's planned robotaxi operations in Pittsburgh.
• Sway MobilitycoreGTM or Marketing PartnerJoint operation of Corktown Carshare in Detroit, MI — a carshare service that leverages Mapless AI's remote operation technology for vehicle positioning and rebalancing of a remote-controlled Kia Niro fleet.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Mobileye: Intel-owned ADAS and AV supplier with a Tele-REM (Remote Experience Management) teleoperation offering. Comparable as a broad incumbent offering teleoperation as part of a wider AV portfolio, including in fleet and mobility contexts.
• Waymo: Alphabet-owned robotaxi operator that Mapless specifically built the M2M parking pilot around. Comparable as a large AV incumbent whose commercial deployment plans create demand for the kind of infrastructure and supervised-autonomy capabilities Mapless provides.
• Aurora Innovation: Public AV company developing the Aurora Driver autonomy stack for trucking and ride-hail, with teleoperation as part of its safety layer. Comparable as a broader incumbent pursuing supervised autonomy in logistics — one of Mapless' target verticals.
• FORT Robotics: Philadelphia-based physical AI and safety platform that acquired Mapless AI. Directly comparable because FORT now owns and operates Mapless' remote teleoperation and active safety stack, serving overlapping construction, logistics, and defense fleet end markets.

Direct peers

• Designated Driver: Teleoperation provider for autonomous vehicles, offering remote driver services and integration tools. Comparable as a remote human-in-the-loop teleoperation peer serving automotive, industrial, and mobility customers.
• Phantom Auto: Remote driving and teleoperation software for logistics vehicles, forklifts, and yard trucks. Directly comparable as a teleoperation platform purpose-built for fleet operators needing human-in-the-loop control of existing industrial vehicles.
• Ottopia: Tel Aviv- and US-based teleoperation platform for autonomous vehicles, providing low-latency remote control software and managed services. Comparable on core teleoperation technology, target customer (AV and fleet operators), and managed-service business model.

Emerging players

• Apex.AI: Safety-certified software stack for autonomous vehicles and machines. Comparable because it operates in the same supervised-autonomy / safety-certified stack adjacent to FORT-Mapless' active safety and teleoperation capabilities for industrial fleets.
• Kodiak Robotics: Autonomous trucking company that has integrated teleoperation and remote assistance capabilities into its autonomy stack. Comparable on the supervised-autonomy thesis applied to logistics fleets, and as a competitor for fleet teleoperation spend.

Regional players

• Robotics Plus: New Zealand-based developer of autonomous and remote-operated agricultural and industrial vehicles. Comparable as a peer in supervised/remote autonomy for industrial fleets, though operating primarily in a different geography and agricultural vertical.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/maplessai_inc
• LinkedInlinkedin.com/company/mapless

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds3 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Mapless AI