What Polymath Robotics does

Polymath Robotics, founded in 2021 in San Francisco, builds generalizable autonomy software for off-highway industrial vehicles operating in closed environments — mining, agriculture, construction, forestry, logistics, and defense. The platform is a sensor-agnostic, vehicle-agnostic modular stack organized into eight categories: Perception, Behaviors & Tasks, Navigation & Planning, Motion & Drive Control, Localization, Safety Layer, Infrastructure & Ops, and API & Remote Operation. Core technical components include a ROS2-based modular planning stack, a doer-checker safety architecture with a Certifiable Safety module targeting IEC 61508 functional safety, GPS-denied localization (lidar + visual odometry + inertial), onboard compute that avoids expensive data streaming, and the Synapse REST API (originally branded Caladan) that lets developers command simulated or physical vehicles from a browser and transition the same software from simulation to reality. The company's flagship deployment service, Autonomy Retrofits, claims 20+ vehicle models automated across off-highway, industrial, and military use cases, with named customers including ConGlobal (yard truck remote operation), BIA5 (mining aggregate operations), Levy (logistics), Hard-Line (mining equipment integration), Compound Eye (industrial monitoring), and the US Air Force.

Polymath makes money primarily through quote-based enterprise software licensing and deployment engagements, structured as multi-year contracts and supplemented by hardware-adjacent retrofit revenue (drive-by-wire actuators, sensors, and compute installed by Polymath-certified partners) and professional services for custom CI/CD sim integration, dashboards, and infrastructure work. Pricing is not publicly disclosed; the company directs all prospects to a 'Talk to an Expert' contact-sales motion and offers a free self-serve entry point via the Caladan/Synapse REST API used in simulation to land developer teams before enterprise conversion. Distribution runs through three channels: direct enterprise field sales, a certified retrofit / integration partner network that performs physical installations, and an OEM-embedded channel for new machines. The company is venture-backed (Y Combinator Summer 2022 alum; investors include Samsara Ventures, Thursday Ventures, Liquid 2 Ventures, Soma Capital, Unpopular Ventures, Bruckner Ventures, and Undeterred Capital), has raised across 2021–2024, and has not disclosed revenue. Founders Stefan Seltz-Axmacher (ex-Starsky Robotics) and Ilia Baranov (ex-Amazon Lab 126, Clearpath Robotics) lead a team with advisor depth drawn from Cruise, Tesla Autopilot, Built Robotics, Locomation, Voyage, and Uber ATG.

Name

Polymath Robotics

Legal name

Polymath Robotics, Inc.

Website

https://polymathrobotics.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

Polymath Robotics builds modular, sensor- and vehicle-agnostic autonomy software for off-highway industrial vehicles in mining, agriculture, construction, logistics, forestry, and defense, selling via enterprise contracts, OEM integration, and certified retrofit partners, with a Synapse REST API for developer onboarding.

Ownership category

akta.pro rank

Product category

Industrial Autonomy Software

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

Robot Software, Autonomy Stacks & Simulation (ROS, digital twins) (HDAAAIAK)

akta.pro secondary industries

Agricultural UAV/UGV Autonomy Platforms (Navigation, mission planning, fleet autonomy) (AFAAAGAF), Humanoid & General-Purpose Robots (HDAAAIAJ)

Keywords

• Autonomous vehicle software
• Off-highway robotics
• Industrial autonomy platform
• Vehicle automation systems
• Robotics safety software

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise Software Licensing / Deployment Engagement: Quote-based enterprise engagements with deployment experts across mining, agriculture, construction, forestry, logistics, indoor, and defense customers. Pricing is contact-sales; no public tiers disclosed.
2. Hardware-Adjacent Retrofit & Integration Revenue: Drive-by-wire actuators, sensors, and compute installed by Polymath-certified partners onto customer vehicles. Polymath coordinates the integration channel and collects on the deployment.
3. Professional Services / Custom Integration: Custom CI/CD sim integration, deployment infrastructure, dashboards, and infrastructure & ops work alongside enterprise deployments.
4. Free Sim / API Land-and-Expand: At launch, developers were invited to build on top of Polymath's REST API 'for free, in simulation' (Caladan), establishing a self-serve funnel that converts technical teams into paying enterprise deployments.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels10 records

Core offering

Polymath Robotics builds and sells plug-and-play autonomy software for off-highway industrial vehicles (mining, agriculture, construction, forestry, logistics, indoor, defense). The core offering is a sensor- and vehicle-agnostic software platform that combines a modular autonomy toolkit (perception, localization, planning, safety, motion, behaviors, infrastructure), a doer-checker safety architecture, and the Synapse (formerly Caladan) REST API that lets developers run autonomy in a browser simulator and transition the same software to physical vehicles. It is sold via quote-based enterprise engagements, retrofits, OEM integration, and a self-serve developer funnel.

Product overview

Polymath Robotics offers a single core autonomy platform (the Polymath Robotics Autonomy Platform) for off-highway industrial vehicles, augmented by a suite of modular add-ons grouped under the Autonomous Navigation Modules toolkit — covering Perception, Localization, Motion & Drive Control, Navigation & Planning, Safety Layer, Behaviors & Tasks, API & Remote Operation, and Infrastructure & Ops. The platform is delivered through the Autonomy Retrofits service (which handles drive-by-wire installation, bringup, and deployment) and is exposed to developers via the Synapse (formerly Caladan) REST API, which lets users command simulated or physical vehicles from any browser. Supporting the stack, the open-source Event Recording tools (Prometheus + rosbag_snapshot) and the Automate It podcast extend observability and community engagement.

Differentiator

Problem solved

Functional benefit

Brands

• Caladan: Polymath's autonomy agent commandable via REST API, allowing technical teams to control virtual and physical vehicles via API.
• Automate It
• Synapse

Products and services

• Polymath Robotics Autonomy Platform Core autonomy software platform for off-highway industrial robots, providing a modular planning stack, doer-checker safety system, and infrastructure tooling to help robotics programs deploy production-ready autonomy. Sensor- and vehicle-agnostic, runs on onboard compute across 20+ off-highway vehicle models.
• Autonomous Navigation Modules Toolkit A plug-and-play toolkit of battle-tested, version-controlled autonomy modules organized into eight categories (API & Remote Operation, Perception, Behaviors & Tasks, Infrastructure & Ops, Safety Layer, Navigation & Planning, Motion & Drive Control, and Localization). Teams adopt only the modules they need.
• Autonomy Retrofits Service End-to-end vehicle automation service covering Vehicle Retrofit (drive-by-wire actuators, sensors, and compute installation by a Polymath-certified partner), Autonomy Bringup (remote calibration and testing), and Deploy. Supports retrofits and OEM integration across off-highway, industrial, and military vehicles, with 20+ vehicle models automated.
• Synapse (formerly Caladan) REST API REST API that lets developers command Polymath autonomy agents on simulated or physical vehicles and observe them in a browser-based simulator. The same software transitions from simulation to real vehicles, supporting a sim-to-reality pipeline and a free self-serve developer funnel that converts into enterprise deployments.

Quantifiable outcome

• 20+ vehicle models automated across off-highway platforms
• +4 more outcomes

Named customers6 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability14 records

Feature8 records

Partnerships

Nine partnerships are on record, tiered core and minor.

• FoxglovecoreTechnology or IntegrationPolymath and Foxglove collaborate to simplify fleet autonomy; covered in the October 16, 2025 blog post 'How Polymath and Foxglove Simplify Fleet Autonomy'. Foxglove was also featured as a guest on Automate It Ep #55.
• Noah Ready-Campbell (Built Robotics)minorOthersListed as a Notable Investor & Advisor on the About page; CEO of Built Robotics, an autonomous construction-equipment company.
• Kyle Vogt (Cruise Automation)minorOthersListed as a Notable Investor & Advisor; founder of Cruise Automation.
• Darren Liccardo (Tesla Autopilot)minorOthersListed as a Notable Investor & Advisor; founding director of Tesla Autopilot.
• Çetin Meriçli (Locomation)minorOthersListed as a Notable Investor & Advisor; founder of Locomation.
• Oliver Cameron (Voyage Automation)minorOthersListed as a Notable Investor & Advisor; founder of Voyage Automation.
• Matt Sweeney (Uber ATG)minorOthersListed as a Notable Investor & Advisor; co-founder of Uber ATG.
• Polymath-certified integration partnerscoreChannel Partner/ Reseller/ DistributorPolymath uses a network of certified partners to install drive-by-wire actuators, sensors, and compute onto customer vehicles. The autonomous-retrofits page describes a 3-step process: Vehicle Retrofit (partner installs autonomy kit), Bringup, and Deploy. This is the channel through which most physical fleet rollouts happen.
• Open-source robotics community (ROS2 / Open Robotics)coreStrategic or Co-development PartnerPolymath builds on and contributes back to ROS2 and the open-source robotics ecosystem; CTO Ilia Baranov previously owned the PR2 ROS repo after Willow Garage shut down. The company open-sources event_recording on GitHub, contributes ROS2 Graph Monitor, and regularly participates at ROSCon.

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Built Robotics: Autonomous construction equipment company that retrofits off-highway machines with autonomy software. Direct competitor to Polymath in the construction and off-highway autonomy retrofit space, with overlapping customer types and OEM relationships.
• SafeAI: Autonomy software provider focused on off-highway vehicles in mining and construction. Comparable to Polymath in target verticals (mining, aggregate) and in deploying retrofit autonomy kits onto industrial heavy equipment.
• ASI Mining: Subsidiary of Autonomous Solutions, Inc. focused on autonomous haulage and mining vehicle solutions. Direct competitor serving mining fleets with autonomous vehicle retrofits, overlapping with Polymath's mining and aggregate customer base.
• Cyngn: Industrial autonomous vehicle software company building DriveMod, a comparable modular autonomy stack for off-highway industrial vehicles. Public-market peer with similar enterprise GTM into mining, logistics, and defense.
• Outrider: Autonomous yard operations company focused on logistics and intermodal container yards (similar to ConGlobal's Polymath use case). Direct overlap in autonomous yard trucks and industrial logistics automation.

Broad incumbents

• Caterpillar: Largest off-highway OEM with its own MineStar autonomy suite for autonomous haulage and Cat Command remote operation. Broad incumbent offering first-party autonomy that competes with Polymath's OEM and retrofit channels in mining.
• Komatsu: Major construction and mining OEM with Smart Construction and FrontRunner autonomous haulage system. Broad incumbent providing integrated first-party autonomy that constrains Polymath's OEM-embedded and retrofit opportunities.

Regional players

• Embark Trucks: Autonomous trucking company (on-road, US-focused). Adjacent competitor founded by alumni of similar AV programs; both companies target fleet autonomy, but Embark operates on public highways vs. Polymath's closed-environment off-highway focus.
• Kodiak Robotics: Autonomous long-haul trucking company. Comparable in autonomy stack maturity and capital intensity, though focused on on-highway applications rather than off-highway industrial vehicles.

Emerging players

• Plus (Plus.ai): Autonomous trucking technology provider developing driver-in and driver-out solutions for commercial fleets. Adjacent in autonomous fleet software and sensor fusion, but focused on on-highway Class 8 trucks rather than off-highway industrial use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/polymathrobots
• YouTubeyoutube.com/@polymathrobotics3646
• LinkedInlinkedin.com/company/82495056
• TikToktiktok.com/@polymathrobotics

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds3 records

Investors7 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 Polymath Robotics