China Halts Data-Backed Securities to Curb Debt Arbitrage
Chinese regulators have slammed the brakes on a fast-growing form of financing tied to corporate data, suspending all applications for data asset-backed securities (data-asset ABS) amid mounting concerns that local governments are using these innovative products to disguise debt and bypass borrowing limits.
On June 3, the Shanghai and Shenzhen stock exchanges issued window guidance to underwriters effectively freezing the entire data-asset ABS pipeline — including new filings, projects that had already passed exchange review, and even approved projects awaiting final documentation, according to an exclusive report by Caixin. The move represents the most decisive regulatory intervention yet in China’s experiment with data-driven finance.
A Boom Built on Borrowed Time
The suspension brings a sudden halt to what had been explosive growth. In the first five months of 2026 alone, 21 data-asset ABS products were issued, raising 15.4 billion yuan ($2.28 billion) — more than three times the total for all of 2025, when 11 products raised 4.59 billion yuan. The pipeline was even more staggering: exchanges had accepted 206 applications with planned issuance of 414.33 billion yuan, compared to just 48 applications worth 101.14 billion yuan in all of last year.
The primary borrowers driving this surge were local government financing vehicles (LGFVs) — state-owned entities created by local governments to fund infrastructure projects. Facing heavy repayment pressure after years of debt-fueled expansion and increasingly tight scrutiny of hidden local-government debt, LGFVs seized on data-asset ABS as a lifeline.
As Caixin reported, the data-asset financing boom traces back to January 2024, when China’s Ministry of Finance implemented provisional rules allowing companies to recognize data resources on their balance sheets. This created a framework for treating data as a financial asset — and LGFVs were among the first to exploit it.
Pseudo-Innovation or Genuine Financing?
The core problem, according to investment bankers and analysts who spoke with Caixin, is that most data-asset ABS products fall far short of true securitization. In traditional ABS structures, illiquid assets that generate stable cash flows are packaged into a special-purpose vehicle, and investors are repaid primarily from those underlying cash flows. But in many current data-asset ABS deals, the data assets serve mainly procedural purposes.
“Many current data-asset ABS products fall short of true securitization,” one investment banker told Caixin. “Data assets often serve mainly procedural requirements and valuations, rarely generating meaningful cash flow.” Instead, repayment depends on external guarantees — bank guarantees and municipal guarantee company credit — rather than the intrinsic value of the data itself.
Another banker described the situation more bluntly, noting that there is “pseudo-financing by LGFVs, using data as a shell to achieve non-standard to standard conversion,” as CLC/Sina Finance reported. A Sohu analysis published on June 6 went further, stating that less than 2% of projects are truly supported by pure data cash flows.
New forms of deal packaging raised additional red flags. “Pooled” data-asset ABS products emerged, organized by financing intermediaries that bundled together multiple LGFVs from the same region to jointly issue securities. Such structures raised concerns about transparency and the potential for borrowers to bypass compliance restrictions on LGFV financing, creating new forms of hidden debt.
Part of a Bigger Picture
The suspension is not an isolated event but part of China’s broader campaign to eliminate hidden local government debt by mid-2027 — a campaign backed by a 12 trillion yuan ($1.7 trillion) package of policies, as detailed in a Caixin In Depth report published on May 29.
While Beijing’s bond-swap program has made progress — Finance Minister Lan Fo’an reported that hidden debt fell by 3.8 trillion yuan from end-2023 to 10.5 trillion yuan by end-2024 — a more intractable challenge remains. PBOC Governor Pan Gongsheng estimated LGFV operational debt at 14.8 trillion yuan at end-2024, a category of debt not officially classified as hidden government debt but still carrying local government repayment responsibilities.
Warning signs had been building for months. In April 2026, exchanges issued initial window guidance asking underwriters to control the volume of data-asset ABS applications, but this did little to slow market appetite. On May 9, the research institute of China’s National Audit Office published an article warning about gaps in legal rules, distorted data-asset pricing, and data-security risks in data-asset financing.
What Comes Next
The immediate impact is clear: an estimated 70 projects worth approximately 150 billion yuan are frozen, 31 securities firms are directly affected, and LGFVs have lost a key financing channel at a time when liquidity pressures are already intensifying.
Market participants expect the suspension to last until clearer regulatory guidelines are issued. As one investment banker told CLC/Sina: “It’s estimated that it will be very difficult to restart in the short to medium term.”
Looking ahead, regulators appear intent on separating genuine data-driven financing from debt repackaging. Future rules will likely require verified data cash flows, proper balance sheet recognition, and stricter LGFV eligibility. The suspension is a targeted correction, not a blanket rejection of data capitalization — but it highlights the fundamental gap between China’s ambitious policy frameworks for a data-driven economy and the market’s readiness to implement them responsibly.
For LGFVs already struggling under the weight of 14.8 trillion yuan in operational debt, the loss of this channel will accelerate an already painful liquidity squeeze. Some may turn to riskier offshore or non-standard financing — a development that Beijing’s regulators will be watching closely.
Chart credit: Zhao Lingjun / Caixin