Xinhai Liu 2026-09-09

Recently, as highlighted in a major report by Caixin—widely regarded as China’s most influential financial media—the country’s personal credit industry witnessed a landmark legal dispute. A leading big data service provider Bairong Inc.（6608.HK，www.brgroup.com） sued a state-licensed personal credit agency Baihang Credit （www.baihangcredit.com）and its foreign-backed partner WiseCotech （www.wisecotech.com）over the alleged misappropriation of commercial data products and trade secrets. WiseCotech, a prominent player with deep historical ties as the localized arm of U.S. credit-scoring giant FICO (Fair Isaac Corporation) in China, has added significant global and industry attention to this high-profile case.

While it is easy to view this merely as a corporate clash over profit-sharing, zooming out reveals a much more profound narrative. This lawsuit is not just a localized business dispute; it is a vivid cross-section of a market grappling with the friction between data abundance and strict regulatory frameworks.

The Paradox: A Wealth of Data, A Bottleneck in Circulation

There is no doubt that China possesses one of the most robust and expansive underlying data ecosystems in the world. From the financial credit histories of over a billion consumers to the massive digital footprints left across mobile internet and tech platforms, the sheer volume of data is staggering.

However, in recent years, to ensure data security and protect consumer privacy, China has implemented highly stringent regulatory policies. In the credit sector, this means that the flow of personal financial data must pass through centralized, licensed gateways.

The result of this architecture is a paradox. On one hand, the baseline for data security and compliance has been successfully established. On the other hand, the compliant circulation and commercial application of data across different institutions have become exceptionally difficult. Massive amounts of high-value credit data remain siloed or “dormant,” unable to be efficiently utilized by the broader market.

The Reality: Competing for Access, Not Services

Because compliant data circulation is so heavily restricted, simply accessing underlying data has transformed into a scarce privilege. This has fundamentally shifted the nature of competition in the market.

In an ideal credit ecosystem, market participants—whether licensed agencies, big data firms, or fintech companies—should compete at the “product and service layer.” The focus should be on who can build the most accurate risk-pricing models, or who can provide the most efficient tools for the credit market.

Instead, what we are seeing is that institutions are exhausting their capital, technical resources, and management bandwidth on the “data layer.” The industry is caught in a zero-sum game of fighting for exclusive access to raw data, securing gateway privileges, or defending data perimeters. When the primary competitive advantage becomes “who controls the data” rather than “who provides the best analytical service,” the entire ecosystem suffers from structural inefficiency.

A Common Challenge for Emerging Markets

This tug-of-war between absolute data security and the need for market innovation is not unique to China. Many emerging markets that are currently building or upgrading their modern credit infrastructures are facing the exact same dilemma.

How do we balance stringent oversight with the need to activate the market? How do we prevent licensed infrastructural gateways from inadvertently becoming monopolies that stifle technological innovation? These questions highlight an urgent need for better top-level architectural design and institutional reform globally, ensuring that dormant data can flow compliantly and efficiently.

A Microcosm of a Broader Era

Ultimately, this “data turf war” in the credit sector is a microcosm of a much broader challenge facing China’s digital economy.

Across numerous industries—from healthcare and transportation to smart cities—we see the same structural phenomenon: data is incredibly abundant, yet cross-entity circulation and practical application remain a struggle. Solving this bottleneck and transitioning from a focus on “data hoarding” to “value-added data services” will be the true key to unlocking the potential of the data economy, not just in China, but in any highly regulated digital market.

Reference

The Caixin’s news report：https://mp.weixin.qq.com/s/TeAsbhlXOocVVPLeKyQdeQ?scene=1

#Fintech #DataGovernance #CreditReporting #EmergingMarkets #DataRegulation #RiskManagement #FICO #Bairong