The global Transportation Predictive Analytics And Simulation Market was valued at US$ 2,817.5 Mn in 2022 and is expected to grow at a CAGR of 7.7% during the forecast period (2023-2030).
Predictive analytics in transportation refers to collecting data using predictive analytics and simulation software to determine traffic patterns and predict future outcomes and trends concerned with transportation. This is done to improve the efficiency of transportation operations. The said software aids the transportation sector by providing predictive maintenance, traffic optimization, network & capacity optimization, revenue optimization, and customer behavior. This software finds applications in different components of transport including railways, roadways, seaways, and airways. It also offers vital insights on risk assessment and what-if scenarios. Moreover, predictive analytics has been using big data that can offer real-time customer data and enable organizations with future perspective.
Global Transportation Predictive Analytics And Simulation Market: Drivers
Benefits such as cost-effective operations
Benefits, such as cost-effective operations, are expected to drive the transportation predictive analytics and simulation market. Predictive analytics and simulation software for transportation offer cost-saving operations. Freight carriers in the transportation sector require constant maintenance, which is the major reason behind increase in costs. Transportation predictive analytics and simulation software provide predictive maintenance for vehicles by collecting data from sensors installed in vehicles and ascertaining which components are most likely to require immediate attention. This analysis helps technicians replace or repair the component in advance, thus saving expensive post-damage repairs. For instance, Cetaris Software is a transportation predictive analytics and simulation software. It helps streamline maintenance operations by capturing data and analysis. It offers fleet maintenance, preventive maintenance, warranty checking, and inventory management.
Global Transportation Predictive Analytics And Simulation Market: Opportunities
Emergence of semi-autonomous and autonomous vehicles
The emergence of semi-autonomous and autonomous vehicles is expected to pose lucrative growth opportunities for market players. Automakers worldwide are focused on manufacturing semi-autonomous and autonomous vehicles with innovative features. An autonomous vehicle comprises a camera, radar, and LIDAR. The data captured through these devices can be used for further analysis of traffic congestion, traffic volume, and maintenance of the vehicle. The increasing demand for semi-autonomous and autonomous vehicles worldwide is expected to offer promising growth opportunities for market players over the forecast period.
Global Transportation Predictive Analytics And Simulation Market: Restraints
Constant struggle to comply with strict regulatory policies
Constant struggle to comply with strict regulatory policies is expected to restrain the global transportation predictive analytics and simulation market. Although predictive analytics and simulation is a resourceful software to forecast valuable future trends and outcomes, they often fail to comply with stringent regulatory policies in some countries. This, in turn, is expected to hinder the adoption of predictive analytics software in transportation, thereby restraining the market growth in the near future.
Global Transportation Predictive Analytics And Simulation Market- Impact of Coronavirus (Covid-19) Pandemic
Predictive analytics and simulation were significantly impacted by the Covid-19 outbreak in the worldwide transportation sector. Transportation networks experienced significant delays as governments imposed lockdowns and travel restrictions. The industry's demand patterns have changed as a result of the declining need for travel and tourism, remote employment, and the rising e-commerce sector. Predictive analytics and simulation tools were used by transportation businesses to modify their operations and optimize their supply chains as a result of these developments. Businesses were able to more effectively estimate demand, manage inventory, and optimize routes depending on changing market circumstances by utilizing these technologies. Due to supply chain interruptions and changes in customer demand, supply chain optimization became essential for preserving continuity and resilience.
Key Takeaways:
- The global transportation predictive analytics and simulation market was valued at US$ 2,817.5 Mn in 2022 and is forecast to reach US$ 5,117.5 Mn by 2030 at a CAGR of 7.7% between 2023 and 2030.
To know the latest trends and insights prevalent in the transportation predictive analytics and simulation market, click on the link below:
Global Transportation Predictive Analytics And Simulation Market - Trends
Growing incorporation of Intelligent Transportation System (ITS)
The U.S. government is increasingly investing in intelligent transportation systems. Moreover, the U.S. Department of Transpiration (DoT) has laid down an Intelligent Transportation Systems Strategic Plan for 2020-2022. This plan includes different program categories such as connected vehicles automation, enterprise data, emerging capabilities, accelerating deployment, and interoperability. The U.S. DoT is planning to improve operations and reduce costs in transportation using predictive analysis.
Increasing number of vehicles has increased the adoption of predictive analytics software
Emerging economies in Latin America, such as Brazil, are facing challenging traffic conditions. Around 40% of Sao Paulo-based residents own a motor vehicle, which is significantly lower than most cities in the U.S. However, it is significantly lower than most cities in other Latin American cities. Moreover, public infrastructure in Sao Paulo is not built to host such a large number of private vehicles, which is leading to traffic congestion. For instance, Rio de Janerio, Brazil has adopted a smart city model, which has led to increased adoption of smart transportation solutions. This, in turn, has created growth opportunities for predictive analytics in the transportation market.
Global Transportation Predictive Analytics And Simulation Market: Competitive Landscape
The key companies operating in the transportation predictive analytics and simulation market are Cubic Corporation, Siemens, T-Systems International GmbH, IBM Corporation, Tiger Analytics Inc., PTV Group, Cyient-Insights, Xerox Corporation, Predikto Inc., SAP AG, and Space-Time Insight.
