Workflow
车险定价
icon
Search documents
数据共享让车险定价更精准   
Jing Ji Ri Bao· 2025-12-04 01:47
Core Insights - The traditional car insurance pricing model is facing challenges due to the rapid growth of new energy vehicles, leading to increased premiums even for low-risk drivers [1] - Insurers are struggling to adapt their pricing models for new energy vehicles due to insufficient data on these rapidly evolving models [1] - The introduction of the "joint pricing" technology by Ant Insurance aims to enhance risk identification and enable more accurate pricing for car insurance [2] Group 1: Insurance Pricing Challenges - Many new energy vehicle owners are questioning why their premiums have increased despite having no claims [1] - Traditional pricing models based on historical data from fuel vehicles are inadequate for new energy vehicles, which evolve quickly [1] - In 2024, the new energy vehicle insurance sector is projected to incur a loss of 5.7 billion yuan, with 137 vehicle models having a claims ratio exceeding 100% [1] Group 2: Technological Innovations - Ant Insurance has collaborated with several major insurers to develop the "joint pricing" technology, which utilizes privacy-preserving data analysis to improve pricing accuracy [2] - The implementation of this technology has led to an average reduction of 3% in comprehensive cost rates for participating insurers, enhancing their profitability [2] - Good driving habits will result in lower premiums for consumers, while high-risk drivers will face appropriate surcharges, aligning risk with pricing [2] Group 3: Growth and Service Enhancements - Ant Insurance has seen a consistent annual growth of over 30% in the number of insured vehicles on its platform over the past three years [3] - The platform now collaborates with 14 major property insurance companies to offer a comprehensive suite of services, including quotes, claims, and roadside assistance [3] - Ant Insurance has integrated the "Anxin Pei" standardized claims service, which enhances user experience by providing transparent and efficient claims processing [3][4]
数据共享让车险定价更精准
Jing Ji Ri Bao· 2025-12-03 21:51
Core Insights - The traditional car insurance pricing model is facing challenges due to the rapid growth of new energy vehicles, leading to increased premiums even for low-risk drivers [1] - Insurers are struggling to adapt their pricing strategies for new energy vehicles due to insufficient data on these rapidly evolving models [1] - The introduction of the "joint pricing" technology by Ant Insurance aims to enhance risk identification and enable more accurate pricing for car insurance [2] Group 1: Insurance Pricing Challenges - Many new energy vehicle owners are questioning why their premiums have increased despite having no claims [1] - The traditional pricing model based on combustion engine vehicles is not applicable to new energy vehicles, as the data accumulation does not keep pace with the rapid model iterations [1] - In 2024, the new energy vehicle insurance sector is projected to incur a loss of 5.7 billion yuan, with 137 out of 2,795 models having a claims ratio exceeding 100% [1] Group 2: Technological Innovations - Ant Insurance, in collaboration with several major insurers, has developed the "joint pricing" technology to improve car insurance pricing accuracy [2] - This technology allows for cross-platform data modeling without sharing original data, enhancing data security and compliance [2] - The implementation of "joint pricing" has led to an average reduction of 3% in comprehensive cost rates for participating insurers, improving their cost control and profitability [2] Group 3: Market Trends and Consumer Services - Ant Insurance has seen a consistent annual growth of over 30% in the number of insured vehicles on its platform over the past three years [3] - The platform collaborates with 14 major property insurance companies to offer a range of services, including quotes, claims, and roadside assistance [3] - Ant Insurance has integrated the "Anxin Pei" service, which standardizes the claims process and enhances user experience through transparency and real-time updates [3][4]
新能源车险价格“打下来” 先解险企“高赔付”死结
Core Insights - The insurance premiums for new energy vehicles (NEVs) are generally higher compared to traditional fuel vehicles, with the average premium for NEVs in 2023 being 4,395 yuan, which is 63% higher than that of fuel vehicles [3][5] - The new energy vehicle insurance market is currently facing challenges, including high loss ratios and difficulty in achieving profitability, with many insurers struggling to keep their comprehensive cost ratios below 100% [4][5] - There are signs of improvement in the NEV insurance sector, with a significant increase in signed premiums and a potential shift towards profitability as the market matures and data sharing improves [5][9] Insurance Premium Trends - The first-year insurance premium for the Xiaomi SU7 Max in Beijing is over 7,000 yuan, with potential reductions in the second year if no claims are made, while claims can lead to premiums exceeding 10,000 yuan [1] - Premiums for NEVs vary significantly by region due to factors such as vehicle ownership, accident risk, and repair costs, leading to higher premiums in areas with a high concentration of NEVs [2] Industry Performance - The average insurance premium for the entire auto insurance market is close to 2,000 yuan, while NEV-focused insurers report premiums exceeding 4,000 yuan [3] - The insurance industry reported a loss of 67 million yuan in 2023 from NEV insurance, highlighting the ongoing challenges in this segment [5] Cost Management Challenges - The comprehensive cost ratio for NEV insurance remains above 100% for most insurers, indicating a loss-making situation for the industry as a whole [4][5] - The complexity of insuring NEVs, particularly due to high repair costs associated with components like batteries and sensors, contributes to the elevated risk and costs for insurers [5] Regulatory and Market Developments - Recent regulatory measures aim to separate high-risk NEV insurance from individual insurers, promoting a healthier business ecosystem [6] - The establishment of platforms like "Car Insurance Good to Insure" facilitates easier access to insurance for NEVs, potentially improving market conditions [6] Future Outlook - Industry experts suggest that collaboration among regulators, insurers, and automakers is essential to lower insurance costs and improve profitability in the NEV insurance market [7][8] - The potential for scale effects and improved data utilization may help insurers manage risks better and achieve profitability as the NEV market continues to grow [9]
从“真香”到“真慌” 新能源车主的保费焦虑何时能解?
Jin Rong Shi Bao· 2025-08-08 07:25
Core Viewpoint - The rising insurance premiums for new energy vehicles (NEVs) are a significant concern for owners, with average premiums in 2023 being 63% higher than those for traditional fuel vehicles, despite no claims being made in the previous year [1][2]. Group 1: Reasons for High Premiums - The core factors influencing car insurance premiums are the claims ratio, which is positively correlated with premiums, determined by average claim amounts and the frequency of claims [2]. - The average claim amount for NEVs is higher due to rapid technological upgrades and integrated designs, leading to increased repair costs. For instance, minor collisions can result in repair costs that are several times higher than those for similar fuel vehicles [2]. - The claim frequency for NEVs is elevated as they are commonly used for ride-hailing and freight, which have higher accident rates. Additionally, the younger demographic of NEV owners may contribute to a higher frequency of claims [2]. Group 2: Solutions to the Premium Dilemma - Reducing the claims ratio is essential to address the high insurance costs for NEVs. Companies like PICC and China Taiping are enhancing their pricing capabilities and establishing databases to support differentiated pricing [3][4]. - Regulatory bodies are actively working on policies to improve the situation, such as requiring manufacturers to open repair systems and establish risk-sharing mechanisms to address high repair costs and accident rates [3][4]. - Future initiatives include optimizing the pricing coefficient range for commercial NEV insurance, developing flexible insurance products based on operational conditions, and improving the accuracy of base rates by considering various vehicle factors [4][5]. - The insurance industry is encouraged to leverage technologies like big data and blockchain to enhance risk assessment and pricing capabilities, aiming for a more efficient and cost-effective insurance model for NEVs [5].