AI’s Mild Ride: RoadBotics Puts AI on Pothole Patrol - Ep. 107

Founders

The founders of RoadBotics, including Benjamin Schmidt, have a rich background in AI and infrastructure. Schmidt and his co-founders, Mark Desanas and Christoph Mertz, met at Carnegie Mellon University, where they combined their expertise to create a company that leverages smartphones as sensor devices for road monitoring 1. This innovative approach was inspired by Christoph's work with autonomous vehicles and the DARPA project, which highlighted the potential of smartphones in infrastructure management 1.

His idea was like, ok, how can we merge a smartphone and think not about the vehicle itself, but rather everything else, all the things the vehicle needs, like the roads.

--- Benjamin Schmidt

Their journey underscores the importance of merging technology with practical applications to address real-world challenges.

   

Business Model

RoadBotics' business model evolved from identifying a market need to licensing technology from Carnegie Mellon University. Schmidt explains that the company initially focused on understanding the business model and the challenges of deploying AI for infrastructure monitoring 1. The company aims to provide governments with digital records of road networks, which are often outdated or incomplete, to improve infrastructure management 2.

That'll be the neat. I sort of next generation theme of robotics is today we'll tell you what the status of your infrastructure is, but tomorrow we're going to help you build that infrastructure and build it smarter and better and faster.

--- Benjamin Schmidt

This forward-thinking approach positions RoadBotics as a leader in smart infrastructure solutions.

   

ML Projects

The initial projects involving machine learning by Schmidt and his team sparked the idea for RoadBotics. During his academic career, he worked on a project using machine learning to predict autism from brain scans, which demonstrated the potential of AI in solving complex problems 3. This experience laid the groundwork for applying machine learning to infrastructure, leading to the development of RoadBotics' innovative solutions.

It seemed like a really interesting project, a neat way to take everything in machine learning and deploy it at a really interesting and complex problem that could have real world benefits.

--- Benjamin Schmidt

These early experiences highlight the transformative power of AI in addressing diverse challenges.