Intangles Opens First U.S. Headquarters in Dallas-Fort Worth to Meet Growing Demand for Fleet Technology Built on Physics Based AI & Digital Twin
Irving, Texas Hub Anchors U.S. Growth for Digital Twin Platform Trusted in More than 500,000 Vehicles Across Six
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Intangles, whose digital twin technology is trusted by fleet owners worldwide to diagnose developing problems from a vehicle’s own sensor data before a fault code or warning light appears, today announced the opening of its first U.S. headquarters at 5601 Executive Drive in Irving, Texas. The office marks Intangles’ first physical U.S. footprint – the company previously operated domestically as a virtual team – and will serve as its hub for client engagement, installations and operational growth across North America.
Intangles chose the Dallas-Fort Worth area for its central location, proximity to major trucking corridors and access to fleet, logistics and technology talent. It currently employs 15 people across the region and expects to reach 100 by the end of 2027, adding roles across customer success, commercial operations, installation and other functions.
While many fleet technology providers describe themselves as AI-powered and predictive, most still work the same way – waiting for a diagnostic trouble code (DTC) to fire, then applying machine learning to patterns in that code history. Intangles goes further upstream — beyond the GPS tracking, driver scorecards and fuel monitoring any fleet expects from a telematics platform. Its proprietary InGenious solution continuously reads more than 450 real-time signals from a vehicle’s engine, aftertreatment, brakes, battery/alternator and air intake systems (most telematics systems read only one or two of these in isolation) and aggregates them into a physics-based digital twin — a live virtual model of that specific vehicle — inside Intangles’ InRoute platform. Physics based AI layered on top of that model flags developing issues in real-time, based on how the vehicle is actually behaving rather than a fixed schedule. Instead of stopping at an alert, InRoute delivers a technician-ready diagnosis and repair recommendation built from that vehicle’s actual condition, rather than a generic fault-code lookup.
Across its global client base, Intangles reports up to 96% accuracy predicting major component failures, up to 75% reductions in unplanned breakdown events and 2%-10% better fuel efficiency.
“North America has quickly become one of the most crucial markets in our growing global story, and this headquarters makes that commitment tangible,” said Anup Patil, CEO of Intangles. “We are no longer serving U.S. fleets from a distance. The Irving office gives our clients a home base, our team a hub to operate from and puts us in the middle of one of the country’s most important transportation corridors.”
Intangles’ growth is backed by two rounds of institutional investment: A $10 million Series A round led by Baring Private Equity Partners in 2023, and a $30 million Series B round led by Avataar Venture Partners, with follow-on investment from Baring Private Equity Partners and Cactus Partners, in October 2025.
“For a fleet operator, the difference between a repair you can plan and a failure you have to react to is significant, and that lead time pays off in greater uptime and fewer trucks stranded on the side of the road,” said Siddharth Singh, chief revenue officer at Intangles. “Our technology is shifting this industry away from reacting to big breakdowns and toward catching issues while they’re still small, so fleets can plan around them instead of around losing a truck. Keeping U.S. goods moving depends on it.”
Intangles is celebrating its new U.S. headquarters with its InRoadsRodeo, a multi-city road show running Sept. 28-Oct. 1. The tour kicks off at Intangles’ new Dallas-Fort Worth office, where the team will meet fleet operators and offer complimentary health checks, before traveling to Austin, San Antonio and Houston. Fleet operators can email connect-na@intangles.com to schedule a visit to their yard. Together, the Irving headquarters opening and road show give Intangles a permanent U.S. base and direct line to fleet operators. To learn more, visit www.intangles.ai.
ABOUT INTANGLES: Intangles is a fleet intelligence company that reads a vehicle’s condition, not just its fault codes. The platform includes the real-time GPS tracking, driver behavior analytics, fuel and DEF monitoring, and compliance reporting that come standard with any modern telematics system. Its proprietary hardware continuously monitors more than 450 real-time signals across a vehicle’s engine, aftertreatment, brakes, battery/alternator and air intake systems. That data feeds a digital twin, a live virtual model of that specific vehicle, inside its InRoute platform. The model is grounded in the actual engineering of how each component should behave, not just patterns learned from past failures. Where most fleet technology waits for a diagnostic trouble code to fire, Intangles’ AI identifies developing issues from how a vehicle is actually performing, often before a warning light ever appears, and delivers a technician-ready diagnosis rather than a generic alert. The platform currently connects more than 500,000 assets and 41,000 fleet operators across 18 countries, processing 18 billion data points daily, and serves industries ranging from trucking and transit to oil and gas, construction, mining and farming. Intangles has offices in the United States, Canada, India, Singapore, the UAE and the United Kingdom. To learn more, visit www.intangles.ai and follow on LinkedIn.
View source version on businesswire.com: https://www.businesswire.com/news/home/20260916416551/en/
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