Why Nobody Is Scoring the Road Ahead (And What It’s Costing Insurers)
Why Nobody Is Scoring the Road Ahead (And What It’s Costing Insurers)  
Podcast: Full Episodes | Insurtech Leadership Podcast
Published On: Fri May 08 2026
Description: Introduction What if the most dangerous thing about a commercial fleet route could be identified before the truck ever left the yard? The insurance industry has spent decades pricing commercial auto risk using historical loss data and, more recently, real-time telematics. But neither tells you what's waiting around the next bend. The forward-looking layer has never existed. Goetz Weber is a theoretical physicist turned mapping executive turned insurtech founder. After a decade at TomTom and HERE Technologies optimizing routes for time and distance, he asked a different question: why isn't anyone optimizing for risk? RouteRisk.ai is his answer. The company scores every commercial route across sixty-plus variables before dispatch, producing what Weber calls "a FICO score for fleet routes." In this conversation, Josh Hollander and Weber dig into the science behind segment-level route scoring, the insurance market's fourteen-year losing streak on commercial auto, and why giving the technology away for free might be the smartest distribution strategy in fleet insurtech. Guest Bio Goetz Weber holds a PhD in quantum field theory and spent over a decade in the navigation and mapping industry, serving as VP of Innovation at TomTom and previously at HERE Technologies. In those roles, he worked directly with fleet operators, fleet management companies, and logistics platforms. He founded RouteRisk.ai to address a gap he identified firsthand: routing companies optimize for cost, time, and distance, but nobody scores risk. RouteRisk is now Series A funded, integrating with platforms like Samsara, and building its go-to-market for insurance distribution. Key Topics • The missing layer in fleet risk assessment - Historical data looks backward, telematics looks at the present, but nobody scores what's about to happen. RouteRisk fills the forward-looking gap with pre-dispatch route scoring. • Sixty-plus variables in a single route score - Static road geometry, forward weather, traffic predictions, vehicle physics, cargo sensitivity, theft corridors, and incident history, all scored at the segment level and aggregated with interaction effects. • The FICO analogy for fleet routes - A composite risk score that tells dispatchers, fleet operators, and insurers the risk profile of a specific route, at a specific time, for a specific vehicle carrying specific cargo. • Risk appetite as underwriting data - When a fleet operator chooses a route scored at 80 over one scored at 40, that decision is captured. Over time, this builds a behavioral profile of risk appetite that insurers have never had access to. • Free-to-fleet, monetize-through-insurance - RouteRisk gives the scoring tool to fleet operators at no cost (reducing their accidents and insurance leverage) and sells the risk decision data to carriers and reinsurers. • Three paths to insurance market entry - Form a proprietary MGA, partner with existing fleet insurers on incentive-based pricing, or go directly to reinsurers who bear nuclear verdict risk. • Why this isn't the telematics adoption problem - Telematics monitors drivers (creating resistance). RouteRisk scores roads and empowers dispatchers. No cameras, no surveillance, no cost barrier. Notable Quotes "I think of vehicles moving through space as moving through risk fields, dynamic risk fields that come and go, whether it's weather, traffic, road conditions, theft hotspots." "If I show you two routes and one has a risk score of forty and one has a risk score of eighty, and you choose the eighty, I've captured your risk appetite. And that data is gold for an insurer." "If you and I both go to a ski resort, but you do extreme downhill and I do cross-country, technically we should have different insurance programs. Our data reveals which fleet operators are the extreme downhillers and which are the cross-country skiers." "Risk should be visible and manageable before it materializes, not just measured after it has." Resources Guest: • RouteRisk.ai: https://www.routerisk.ai • Goetz Weber on LinkedIn: https://www.linkedin.com/in/goetzweber/ Host: • Joshua R. Hollander on LinkedIn: https://www.linkedin.com/in/joshuarhollander/ • Horton International (USA): https://www.horton-usa.com/ • Insurtech Leadership Podcast (LinkedIn Showcase): https://www.linkedin.com/showcase/insurtech-leadership-show Subscribe & Review If you enjoyed this episode, subscribe on your favorite platform and leave a review. The Insurtech Leadership Podcast is available on YouTube, Apple Podcasts, and Spotify.