Latest news with #Intangles
Yahoo
5 days ago
- Automotive
- Yahoo
Intangles partners with StanRTA to modernize transit fleet with AI analytics
AI-powered fleet management solutions provider Intangles recently established a strategic partnership with Stanislaus Regional Transit Authority (StanRTA) to modernize fleet operations across its transit services. The collaboration aims to address long-standing challenges in reliability, maintenance planning and energy optimization through advanced analytics and real-time diagnostics. StanRTA was selected as an ideal partner for several strategic reasons, according to Aman Singh, co-founder and head of analytics at Intangles. In an email to FreightWaves, Singh said: 'First and foremost, it was their openness to embracing AI-driven insights. When I first met the team in Modesto, what stood out was their willingness to trust that AI could 'see' and interpret engine behavior much like an experienced mechanic would.' Prior to the partnership, StanRTA dealt with many operational blind spots, such as relying on paper reports and intermittent driver feedback. The agency had limited visibility into its fleet health, with issues often escalating before intervention was possible. When implementing predictive analytics in fleet operations, Singh noted, one of the biggest misconceptions agencies have is the belief that AI and machine learning cannot match the experience of seasoned technicians. Singh said the AI isn't meant to replace human intuition, but many agencies overlook that when AI is trained to focus on specific vehicle systems like the engine or powertrain, it can be very accurate at a scale. 'The real advantage of predictive analytics lies in its ability to process real-time data across the entire fleet—something that even the most skilled mechanic simply can't do at scale. No one can manually monitor runtime data from, say, 150 vehicles operating simultaneously across a city like Modesto. But AI can,' Singh said. Following the implementation, StanRTA has experienced a 15% to 20% reduction in unscheduled service events while identifying numerous component issues before they caused major disruptions. 'Intangles revealed inefficiencies we did not realize were happening—significant fuel loss from prolonged idling, injector problems on key commuter routes, and failures in systems like turbo boost and throttle response,' said Adam Barth, CEO of StanRTA, in a press release. 'With real-time diagnostics, we can now identify and respond to vehicle performance issues before they become costly failures.' Additional results from the partnership include a 6% to 8% improvement in fuel economy in targeted corridors and active mitigation of high-idle areas using geo-visualization tools. The platform analyzes multi-controller data across engine, transmission, aftertreatment and electrical systems to detect patterns and deliver alerts ahead of failures. 'At Intangles, we build for fleets where uptime and precision matter most,' said Anup Patil, co-founder and CEO of Intangles. 'StanRTA is using diagnostics as a strategic tool—to reduce operational risk, improve energy efficiency and extend asset life. This is what the future of fleet management looks like.' As StanRTA prepares to expand with hydrogen-powered vehicles, Intangles plans to extend its analytics capabilities to alternative powertrains, creating opportunities for new AI models including transmission behavior, DEF tracking and ambient-aware diagnostics. The added features will support regulatory compliance and long-term cost efficiency. At the end of the day, the technology is not meant to replace the human element but rather to augment it. 'Ultimately, our predictive diagnostics don't replace technicians—they empower them. By catching issues early, we help fleets avoid costly breakdowns and extend asset life. Agencies that adopt this approach often see significant savings over time—not just in maintenance costs, but in asset availability and operational efficiency,' Singh said. The post Intangles partners with StanRTA to modernize transit fleet with AI analytics appeared first on FreightWaves.
Los Angeles Times
25-03-2025
- Automotive
- Los Angeles Times
Predicting the Maintenance Future: How Intangles is Keeping Bay Area Buses Rolling
Public transit systems face relentless demands, requiring buses to reliably operate under diverse and often challenging conditions every day. Vehicle breakdowns lead to significant disruptions for passengers, increased maintenance expenses and logistical headaches, posing persistent challenges for fleet operators such as County Connection, which serves communities throughout the San Francisco Bay Area. Intangles, an innovative leader in predictive fleet analytics, recently announced a transformative partnership with County Connection to substantially improve the reliability, efficiency and operational effectiveness of their transit fleet. At the heart of this collaboration is Intangles' groundbreaking predictive maintenance system, which harnesses sophisticated, physics-based artificial intelligence to anticipate and address vehicle issues well before traditional warning systems alert drivers. 'Our predictive analytics technology raises alerts long before the vehicle's check engine light is activated,' explained Anup Patil, CEO and founder of Intangles. 'Fleet operators receive detailed, actionable insights into precisely which vehicle components are underperforming. This empowers maintenance teams to undertake timely, preventive actions, drastically minimizing vehicle downtime and operational disruptions.' County Connection has experienced remarkable benefits from this proactive approach, demonstrating significant returns on investment. By adopting Intangles' predictive insights, the fleet has successfully optimized its maintenance scheduling, streamlined complex diagnostic processes and substantially cut down on costly emergency roadside breakdowns. Aman Singh, co-founder and analytics lead at Intangles, emphasized additional benefits such as fuel efficiency gains: 'Our platform detects operational inefficiencies such as excessive vehicle idling or compromised diesel exhaust fluid quality, enabling fleets to save thousands of gallons of fuel each year.' An additional crucial advantage for fleets operating in California, particularly County Connection, is enhanced compliance with rigorous California Air Resources Board (CARB) regulations. Traditionally, fleets have faced the cumbersome task of manually performing biannual diagnostic data collection required by CARB, often leading to significant administrative and labor costs. Intangles automates this entire process, delivering seamless regulatory compliance and dramatically reducing manual workload. Intangles' predictive technology is not limited to diesel-powered vehicles - it also adeptly addresses the unique challenges faced by electric and Compressed Natural Gas (CNG) buses. For electric buses, Intangles' AI-driven systems comprehensively monitor battery health, optimize charging and discharging cycles, and track real-time energy consumption, providing critical insights for transit agencies investing in sustainable mobility. In the case of CNG buses, Intangles' advanced models accurately detect and predict issues such as cylinder misfires, engine overheating, and potential tank leakages, enhancing safety and operational reliability. 'Our collaboration with County Connection underscores Intangles' commitment to fundamentally redefining fleet maintenance and operations through cutting-edge predictive artificial intelligence,' Patil added. 'We are thrilled about the prospects ahead as we continue expanding across North America. Our goal remains clear: delivering transformative efficiencies, unmatched reliability, and tangible cost savings to transit operators and commercial fleet managers.' Looking to the future, Intangles is also actively developing innovative partnerships and expanding its technological capabilities. These include state-of-the-art video telematics that combine driver monitoring systems with predictive vehicle analytics, providing a comprehensive safety and performance solution. As Intangles accelerates its growth across the North American market, it is poised to continue raising the bar for predictive fleet analytics, ensuring smoother, safer journeys for millions of passengers throughout California and beyond.
