{"organism":"Page","children":[{"organism":"Container.Raw","children":[{"organism":"Metadata","model":{"title":"How to use predictive analytics in fleet management","text":"We uncover how predictive analytics help corporate fleets reduce downtime, pre-empt maintenance and boost reliability through data-driven insights.","links":[{"name":"How to use predictive analytics in fleet management","value":"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management.html"}],"image":{"src":"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/_jcr_content/root/metadata.shellimg.png/1744780812175/a-person-holding-a-phone.png","alt":"Intelligent car app on smart phone concept, intelligent vehicle and smart cars concept. 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Person with smart phone on street, car in background and wireless communication with car.","width":3840,"height":960},"date":"2025-04-17T12:30:00Z"},"id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/page_header"},{"organism":"Container","colspan":8,"children":[{"organism":"Author.Info","color":"inherited","id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy/author","model":{"links":[{"name":"By Shell on April 17, 2025"}],"image":{"src":"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/_jcr_content/root/main/section/simple_copy_copy/author.shellimg.png/1744701616101/shell-pecten.png","alt":"shell-pecten","width":2500,"height":1405}}},{"organism":"PromoSimple.Text","color":"inherited","colspan":7,"id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy/text","model":{"text":"\u003Cp\u003EFleet managers are under constant pressure to keep corporate fleets running while minimising costs and downtime. Historically, vehicle maintenance has followed a reactive or scheduled approach – waiting for a breakdown or servicing at set intervals. But with major advancements in predictive analytics, businesses can now anticipate and prevent vehicle failures before they happen.\u003C/p\u003E\r\n\u003Ch3\u003E\u003Cb\u003EWhat is predictive analytics?\u003C/b\u003E\u003C/h3\u003E\r\n\u003Cp\u003EPredictive analytics is a data-driven strategy that uses historical trends, machine learning and real-time vehicle data to forecast future outcomes. In corporate fleets, this means analysing things like mileage, engine diagnostics, driver behaviour and environmental conditions to predict when a vehicle will need its next round of maintenance.\u003C/p\u003E\r\n\u003Cp\u003EUnlike traditional \u003Cb\u003E\u003Ca href=\"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/fleet-management-best-practices-around-the-world.html\"\u003Efleet maintenance best practices\u003C/a\u003E\u003C/b\u003E, which rely on fixed schedules, predictive analytics is able to identify issues before they escalate. This, in turn, helps prevent expensive breakdowns and unplanned downtime that can disrupt your supply chains.\u003C/p\u003E\r\n\u003Ch3\u003E\u003Cb\u003EHow to use predictive analytics in fleet management\u003C/b\u003E\u003C/h3\u003E\r\n\u003Cp\u003EIntegrating predictive analytics into your day-to-day fleet management is a smart way to do business. Here’s how businesses can leverage this technology for more proactive vehicle care:\u003C/p\u003E\r\n\u003Ch4\u003E\u003Cb\u003E1. Collect and analyse real-time data\u003C/b\u003E\u003C/h4\u003E\r\n\u003Cp\u003EModern fleet vehicles come equipped with telematics systems that continuously collect data from GPS trackers, sensors, onboard diagnostics and other tools. These systems monitor:\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003EEngine performance and fuel efficiency.\u003C/li\u003E\r\n\u003Cli\u003ETyre pressure and the condition of the brakes.\u003C/li\u003E\r\n\u003Cli\u003EDriver habits like harsh braking and sudden acceleration.\u003C/li\u003E\r\n\u003Cli\u003EWeather and road conditions that can impact vehicle wear-and-tear.\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Cp\u003EFleet managers should be using data analytics tools to process this information. In doing so you’ll be able to spot patterns that indicate potential maintenance issues before they can snowball.\u003C/p\u003E\r\n\u003Ch4\u003E\u003Cb\u003E2. Predict and avoid maintenance problems\u003C/b\u003E\u003C/h4\u003E\r\n\u003Cp\u003EAnalysing historical and real-time data will help you develop predictive models that flag any vehicles at risk of failure. Some example scenarios might be:\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003EA sudden drop in fuel efficiency – indicating an engine or fuel system issue.\u003C/li\u003E\r\n\u003Cli\u003EToo much hard braking – signalling brake wear that demands immediate attention.\u003C/li\u003E\r\n\u003Cli\u003EUnusual temperature fluctuations in the engine – predicting a failure in the cooling system.\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Ch4\u003E\u003Cb\u003E3. Build optimal maintenance schedules\u003C/b\u003E\u003C/h4\u003E\r\n\u003Cp\u003ERather than following generic service schedules, fleet managers should customise their maintenance plans based on the \u003Ci\u003Eactual\u003C/i\u003E condition of the vehicle. Taking this extra step will eliminate unnecessary servicing while making sure all the critical repairs happen before the vehicle has a chance to fail.\u003C/p\u003E\r\n\u003Cp\u003EAdopting predictive analytics also means your business can shift away from expensive emergency repairs and instead embrace strategic, planned maintenance – saving you time, money and stress.\u003C/p\u003E\r\n\u003Ch4\u003E\u003Cb\u003E4. Improve fleet reliability and safety\u003C/b\u003E\u003C/h4\u003E\r\n\u003Cp\u003EUnplanned breakdowns don’t just disrupt schedules – they also put your drivers at risk. With predictive analytics, you can prevent unexpected failures that could leave vehicles stranded or compromise road safety.\u003C/p\u003E\r\n\u003Cp\u003EMonitoring driver behaviour also means fleet managers can coach their drivers on the most fuel-efficient and safest driving habits, which will reduce wear-and-tear while \u003Cb\u003E\u003Ca href=\"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/fleet-cost-optimisation-for-2025.html\"\u003Elowering operational costs\u003C/a\u003E\u003C/b\u003E.\u003C/p\u003E\r\n\u003Ch3\u003E\u003Cb\u003ETop benefits of predictive analytics for corporate fleets\u003C/b\u003E\u003C/h3\u003E\r\n\u003Cp\u003EEmbracing predictive analytics in fleet management comes with a huge range of benefits, including:\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Cb\u003ELess downtime:\u003C/b\u003E Fewer breakdowns means fewer disruptions to your daily business operations.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003ECheaper maintenance:\u003C/b\u003E Proactive repairs mean no more costly emergency fixes.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003EBetter fuel efficiency:\u003C/b\u003E Well-maintained vehicles consume less petrol.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003ESafer on-the-road:\u003C/b\u003E Catching risks early can help avoid accidents down the track.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003ELonger vehicle life:\u003C/b\u003E Timely maintenance will extend your fleet’s roadworthiness.\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Ch3\u003E\u003Cb\u003EThe future of data-driven fleet management\u003C/b\u003E\u003C/h3\u003E\r\n\u003Cp\u003EAs predictive analytics technology continues to improve, fleet management will become even more precise. Businesses adopting data analytics will, as a result, gain a competitive edge by getting a more reliable, cost-effective fleet with minimal downtime.\u003C/p\u003E\r\n\u003Cp\u003EMoving beyond standard maintenance measures and leveraging predictive insights \u003Cb\u003E\u003Ca href=\"https://www.shell.com.au/business-customers/shell-fuel-card/shell-card-content-hub/2025-fleet-management-trends.html\"\u003Ein 2025 and beyond\u003C/a\u003E\u003C/b\u003E can help corporate fleets stay ahead – delivering smoother operations and safer roads for all drivers.\u003C/p\u003E\r\n\u003Cp\u003E\u003Csub\u003E \u003C/sub\u003E\u003C/p\u003E\r\n"}},{"organism":"PageTags","model":{"tags":[{"name":"Vehicles","value":"https://www.shell.com.au/tag-search.html?tag=vehicles%3A"}]},"id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy/page_tags_copy"},{"organism":"CallToAction.Stacked","color":"brand2","colspan":8,"id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy/call_to_action_copy_","model":{"links":[{"name":"Apply to Shell Card today!","value":"https://www.shell.com.au/business-customers/shell-fuel-card/apply-for-your-shell-fuel-card.html"}]}},{"organism":"PromoSimple.Text","color":"inherited","id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy/text_copy_copy_copy_","model":{"text":"\u003Cp\u003E\u003Csub\u003EDisclaimer\u003C/sub\u003E\u003Cbr\u003E\n\u003Cspan style=\"font-size: 9.75px; vertical-align: sub;\"\u003E\u003Csup\u003EViva Energy Australia Pty Ltd (“Viva Energy”) has compiled the above article for your general information and to use as a general reference. Whilst all reasonable care has been taken by Viva Energy in compiling this article, Viva Energy does not warrant or represent that the information in the article is free from errors or omissions or is suitable for your intended use.\u003C/sup\u003E\u003C/span\u003E\u003C/p\u003E\n"}}],"id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_copy_copy","model":{}},{"organism":"Container","colspan":4,"children":[{"organism":"PromoSimple.Text","color":"inherited","id":"/content/shell/countries/australia/en_au/business-customers/shell-fuel-card/shell-card-content-hub/how-to-use-predictive-analytics-in-fleet-management/jcr_content/root/main/section/simple_996584123_cop/text","model":{"title":"You may also be interested 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