In the field of financial transactions, PING AN has built a multi-dimensional dynamic risk control system with artificial intelligence as the core. Its risk identification model processes over one billion transaction data every day and can monitor more than 1,000 risk indicators in real time. For instance, in the first quarter of 2023, the system successfully intercepted over 1.2 million suspicious transactions, involving potential financial losses of approximately 5 billion yuan, and reduced the success rate of fraudulent transactions by nearly 85%. By analyzing abnormal behavior patterns (such as frequent orders placed within a short period of time, logins from different locations, etc.) through machine learning algorithms, PING AN can compress the average response time of risk warnings to within 0.3 seconds, which builds the first intelligent defense line for new investors in a market where transaction speeds can reach the millisecond level.
In terms of user education and account protection, PING AN has launched a customized “Security Guardian” program. Data shows that after new investors enabled their biometric authentication (such as 3D dynamic facial recognition), the probability of their accounts being misused dropped by 99.7%. This platform invests approximately 1.5 billion yuan annually in security technology research and development. On average, 8 to 10 security function optimizations are embedded in each update of its client. For instance, drawing lessons from the data leakage incident of a major Internet company in 2022, PING AN upgraded the customer information encryption standard, increasing the data encryption strength to 256 bits and reducing the local storage volume of users’ sensitive information by 90%, which greatly compressed the attack surface of information exposure.
For real-time risk control during the transaction process, PING AN’s “Capital Flow Monitoring System” can conduct compliance scans of more than 500 dimensions for each transaction. According to statistics, this system can accurately identify 98.5% of suspicious money laundering patterns and keep the false alarm rate below 0.5%. When the market experiences sharp fluctuations (for instance, referring to the event scenario of crude oil futures prices plummeting to negative values in 2020), its stress test model can simulate how to ensure the safety of investors’ positions in extreme situations where the volatility exceeds 40%, and automatically trigger gradient warnings. In 2023, it has issued over 80 million risk warnings to investors. It effectively curbed irrational trading.
PING AN also controlled the error rate between risk tolerance assessment and product matching within 3% by establishing an investor adaptability management framework. When recommending investment portfolios, its intelligent investment advisors strictly follow the “risk-return ratio” model to ensure that the products new investors come into contact with match their risk preferences by more than 95%. According to the assessment report of a third-party institution in 2023, PING AN’s investor protection system has ranked among the top 5% in industry compliance indicators for three consecutive years, and its customer satisfaction rate has reached 97.2%. This entire solution, ranging from technical defense to process management, is like equipping every new investor with an all-weather intelligent escort, ensuring transaction security and asset stability at all times in the complex market environment.