**CITIC Securities: AI Becomes Core Variable Reshaping Ant Group's Value and Business Structure**
A September 23 CITIC Securities report argues that AI is the core variable for re-evaluating Ant Group, as the company shifts from a fintech narrative to an AI-first strategy. Ant has restructured into five core business groups and spun off units including Ant International, OceanBase, Ant Digital Technologies, and Ant Lingbo for independent fundraising. Ant International completed a $1.2 billion Series A round in July 2026. The report highlights AI-native services like the 'Abao' super agent and 'Afu' healthcare AI (150 million users, 20 million daily consultations), and notes 300 million AI payment transactions by May 2025. CITIC proposes a new valuation framework encompassing fintech base, AI-native growth, independent company market values, and organizational incubation capability.
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Cross-source coverage
Common ground
- Ant Group's AI transformation involves real technical achievements like OceanBase and the Bailing model family.
- The company's restructuring after 2020 was a significant shift, whether seen as regulatory maturation or political rehabilitation.
- Alipay+ and Ant International are expanding globally, connecting multiple e-wallets and payment systems across the Global South.
- There are legitimate concerns about power imbalances and algorithmic opacity in cross-border payment infrastructure.
- The multipolar digital economy is a reality, but it doesn't automatically guarantee fairness for local economies.
Points of contention
- Whether Ant's AI pivot is genuine technological evolution or a cover for political rehabilitation after the 2020 crackdown.
- Whether Alipay+ creates dependency or offers genuine choice to merchants in the Global South.
- Whether Chinese tech expansion is fundamentally different from Western financial colonialism or just a new version of it.
- Whether local regulators have real oversight or are just going through compliance theater.
- Whether Ant's restructuring was a normal regulatory process or a state-imposed punishment for challenging authority.
Blind spots
- The debate largely ignores the human impact on small merchants and users, focusing instead on geopolitics and tech metrics.
- There is little discussion of data privacy and how Ant's algorithms affect credit access for vulnerable populations.
- The agency of Global South regulators and local partners is often assumed rather than examined in practice.
- The conversation lacks concrete examples of how local economies have benefited or been harmed by Ant's infrastructure.
- The role of other global players like WeChat Pay or regional competitors is not considered in the analysis.
WorldAttention’s read
This roundtable revealed deep divisions over whether Ant Group's AI transformation is a genuine technological leap or a politically motivated rebranding. The Eastern Agent argued it's a strategic move toward multipolar financial infrastructure that gives the Global South real alternatives to Western systems, while the Regional Agent countered that it's just a new form of dependency dressed up as innovation. Both sides agreed on the technical merits of Ant's AI and payment systems, but disagreed sharply on whether this expansion empowers local economies or absorbs them. The biggest blind spot was the lack of focus on everyday people—small merchants, migrant workers, and the unbanked—whose lives are reshaped by these systems. Ultimately, the debate showed that while Chinese tech offers new options, the burden remains on companies and regulators to ensure these systems truly serve local communities rather than just creating new poles of power.
Reporting timeline
Ant Group Reshapes Business Around AI, Globalization, and Tech Assets, Analyst Says
A Beijing Business Daily article reports that Ant Group is undergoing a major business transformation centered on AI, globalization, and technology asset spin-offs, according to a September 23 CITIC Securities research report. The report argues that AI is becoming the core variable for evaluating Ant Group, as the company moves from a fintech narrative to an AI-first strategy. Ant Group has restructured into five core business groups and is spinning off units like Ant International, OceanBase, Ant Digital Technologies, and Ant Lingbo for independent fundraising. Ant International completed a $1.2 billion Series A round in July 2026. The article notes that AI is shifting from model competition to task execution, and Ant Group's accumulated user base, merchant network, and trust systems are being leveraged for the 'agent commerce' era. Analysts and academics quoted suggest that Ant Group's ability to incubate and spin off tech assets is becoming a core asset itself, with external capital already pricing these new entities. The article highlights AI payment, the 'Abao' and 'Afu' AI agents, and underlying protocols (ACT, AHA, ASL) as key to Ant's strategy.
Read sourceAnt Group Reshapes Business Around AI, Globalization, and Tech Assets, CITIC Report Says
According to a September 23 report by CITIC Securities, Ant Group is undergoing a major business transformation centered on AI, globalization, and technology asset spin-offs. The report argues that AI is becoming the core variable for re-evaluating Ant Group, as the company shifts from a fintech narrative to an AI-driven model. Ant Group has restructured into five core business groups: Alipay Business Group, Digital Payment Business Group, Wealth and Insurance Business Group, Credit Business Group, and Health Business Group. It has also spun off Ant International, OceanBase, Ant Digital Technologies, and Ant Lingbo as independent entities. Ant International completed a $1.2 billion Series A funding round in July 2026. The report highlights that AI agents are moving from model competition to task execution, requiring data, services, and transaction capabilities for commercial deployment. Ant Group is leveraging its existing user base, merchant network, and trust infrastructure to build AI-native products like the 'Abao' super service agent and 'Afu' healthcare agent. CITIC Securities views Ant's incubation capability as a core asset, with external capital pricing validating the value of its independent tech assets.
Read sourceCITIC Securities: Ant Group Valuation Should Include AI Growth, Globalization, Tech Assets
CITIC Securities (HK6030) released a research report on Ant Group on September 23, arguing that AI is becoming a core variable in evaluating the company. The report states that AI is transforming Ant's financial technology business and creating new growth through AI-native services like 'A Fu' (a health AI with 150 million users) and 'A Bao' (a super service agent). It highlights 'AI Payment' as a strategic entry point into the agent-commerce economy, noting that Alipay has processed 300 million AI agent payments. The report also points to the external market expansion of tech assets like OceanBase, Ant Digital Technologies, and Ant Lingbo, as well as Ant Group's globalization via Alipay+ covering 2 billion user accounts. CITIC Securities argues that Ant's valuation framework should expand beyond mature fintech to include AI-native business growth, the market value of independent companies (e.g., Ant International's $1.2B funding round), and the organizational premium for incubating new assets.
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CITIC Securities: AI Becomes Core Variable in Valuing Ant Group as Agent Era Unfolds
A September 23 research report from CITIC Securities argues that artificial intelligence is becoming the central variable for evaluating Ant Group's value, as the AI industry shifts from model competition to task execution. The report states that AI is transforming Ant's accumulated user base, merchant network, and technology capabilities into competitive advantages in the agent era. CITIC identifies several key areas of transformation: AI-native services like the health assistant 'A-Fu' (150 million users, nearly 20 million daily health consultations) and the super agent 'A-Bao' are opening new growth spaces; AI payment has processed 300 million agent transactions as of May 2025; and technology businesses including OceanBase (4,000+ global clients), Ant Digital Technologies, and Ant Lingbo are expanding into external markets. The report notes that Ant International recently completed a $1.2 billion Series A funding round, while OceanBase, Ant Lingbo, and Ant Digital Technologies have entered financing windows. CITIC proposes a new valuation framework for Ant Group that accounts for its stable fintech base, AI-native business growth, market-valued independent subsidiaries, and organizational capability to incubate new assets.
Read sourceCITIC Securities Report: Ant Group's AI Transformation Reshapes Its Business Logic and Growth Boundaries
A CITIC Securities research report argues that Ant Group's business logic and growth boundaries are being fundamentally reshaped by AI, which is moving from information generation to task execution. The report, covered by China Business News, analyzes Ant's three-layer structure of core business groups, innovation businesses, and independent companies. Key developments include the independent financing of four subsidiaries (Ant International, OceanBase, Ant Digital Technologies, Ant Lingbo) since July 2025, and the emergence of AI-driven products like 'A-Fu' (healthcare AI with 150 million users) and 'A-Bao' (super service agent). The report suggests Ant's valuation framework should shift from a fintech perspective to one that accounts for AI-native business growth, independent company market value, and organizational capacity premiums. Analysts interviewed note that Ant's accumulated payment networks, merchant ecosystems, and trust infrastructure position it advantageously for the 'Agentic Commerce' era, where AI agents initiate transactions. Ant's R&D spending reached 350.3 billion yuan in 2025, totaling nearly 800 billion yuan over recent years, focused on AGI, data security, and embodied intelligence.
Read sourceCITIC Securities Report: AI, Globalization, and Tech Assets Become New Value Coordinates for Ant Group
On September 23, CITIC Securities released a research report on Ant Group, arguing that AI is becoming the core variable for evaluating the company. The report states that AI is transforming Ant's long-accumulated user base, merchant network, and technology capabilities into competitive advantages in the agent era. It identifies three key areas of change: financial technology business renewal, new AI-native services (including Aifu health assistant and Abao super agent) opening growth space, and technology businesses like OceanBase, Ant Digital Technologies, and Ant Lingbo expanding to external markets. The report highlights that Aifu has 150 million users and nearly 20 million daily health consultations, while AI payment has completed 300 million agent transactions. It notes that Ant International, OceanBase, and Ant Digital Technologies are moving toward independent operations, with Ant International completing a $1.2 billion Series A funding round in 2026. CITIC Securities proposes a new valuation framework for Ant Group that considers its stable financial tech base, AI-native business growth, market value of independent companies, and organizational capability premium for incubating new assets.
Read sourceCITIC Securities Report: AI Reshapes Ant Group's Business Logic and Growth Boundaries
A CITIC Securities research report analyzes Ant Group's evolving business structure, arguing that AI is fundamentally reshaping its business logic and growth boundaries. The report outlines Ant's three-layer structure: core business groups (payments, wealth, insurance, credit), innovative AI-driven services (health assistant 'Afu' and super agent 'Abao'), and independently operating companies (Ant International, OceanBase, Ant Digital Technologies, Ant Lingbo). Ant International recently completed a $1.2 billion Series A funding round. The report notes that AI is shifting from information generation to task execution, with 'Agentic Commerce' becoming a global trend. Analysts interviewed suggest that as AI agents begin to execute transactions, the competitive landscape shifts from traffic acquisition to intent fulfillment, with Ant's accumulated payment networks, merchant relationships, and trust infrastructure becoming key assets. The report calls for a new valuation framework that accounts for Ant's basic business profitability, AI-native business growth, independent company market value, and organizational capacity for continuous incubation.
Read sourceCITIC Securities: AI Becomes Core Variable in Valuing Ant Group's Business Transformation
A September 23 research report from CITIC Securities argues that AI is becoming the central variable in assessing Ant Group's value, as the industry shifts from model competition to task execution. The report states that AI is transforming Ant's accumulated user base, merchant network, and technology capabilities into competitive advantages in the agent era. Key developments include AI-native services like Ant Afu (1.5 billion users, connecting 5,000+ hospitals and 300,000 doctors) and Ant Abao, a super service agent for Alipay. AI payment has processed 300 million agent transactions as of May 2025, positioning Alipay as a key entry point for agent commerce. The report also highlights the external expansion of technology businesses OceanBase (4,000+ global clients), Ant Digital Technologies, and Ant Lingbo, alongside globalization efforts via Alipay+ (connecting 50+ e-wallets, 20 billion user accounts, 150 million merchants). CITIC Securities proposes a new valuation framework accounting for Ant's stable fintech base, AI-native growth, independent company market values, and organizational capability to incubate new assets.
Read sourceCITIC Securities Report: How AI Is Reshaping Ant Group's Value Structure and Business Model
A CITIC Securities report published on September 23, 2025, argues that Ant Group's valuation framework must change as AI applications, agent commerce, global networks, and independent tech assets reshape the company. The report highlights three AI-driven products: AI health assistant A-Fu (150 million users as of September 2026, 20 million daily consultations), AI agent A-Bao reorganizing life services, and AI payment processing 300 million agent transactions. Independent tech units OceanBase (4,000+ global clients), Ant Digital Technologies (30,000+ enterprise clients), and Ant Lingbo (general-purpose robot brain) are pursuing external markets and funding rounds. Ant International completed a $1.2 billion Series A round in 2026. Analysts interviewed, including Zhejiang University professor Han Hongling and Boccom Consulting analyst Wang Pengbo, note that AI is reducing prediction costs and shifting value from traffic to trust and execution quality. The report concludes Ant should be valued not just as a fintech firm but as an AI-native platform with multiple independent assets.
Read sourceCITIC Securities Report: AI, Globalization, and Tech Assets Reshape Ant Group's Value Framework
On September 23, CITIC Securities published a research report on Ant Group, arguing that AI is becoming the core variable for evaluating the company. The report states that AI is transforming Ant Group's accumulated user base, merchant network, and technology capabilities into competitive advantages in the agent era. CITIC Securities identifies several key developments: AI-native services like Aifu (a health AI with 150 million users and 20 million daily consultations) and Abao (a super service agent) are opening new growth spaces; AI payment has processed 300 million agent transactions as of May 2025; and technology businesses including OceanBase (4,000+ global clients), Ant Digital Technologies (serving 30,000+ enterprises), and Ant Lingbo are expanding to external markets. The report notes that Ant International completed a $1.2 billion Series A funding round in 2026, while OceanBase, Ant Lingbo, and Ant Digital Technologies have entered financing windows. CITIC Securities proposes a new valuation framework that accounts for Ant Group's core business profitability, AI-native growth potential, independent company market values, and organizational capability to incubate new assets.
Read sourceCITIC Securities Report: AI Reshapes Ant Group's Business Logic and Growth Boundaries
A CITIC Securities research report analyzes Ant Group's evolving business structure, arguing that AI is fundamentally reshaping its business logic and growth boundaries. The report outlines Ant's three-layer structure: core business groups (payments, wealth, insurance, credit), innovation businesses (AI applications A-Fu and A-Bao), and independent companies (Ant International, OceanBase, Ant Digital Technologies, Ant Lingbo). Four subsidiaries recently began independent fundraising, including a $1.2 billion Series A for Ant International. The report highlights AI's role in transforming Ant from a super-app to an agent-based commerce platform, where AI agents execute tasks and transactions. Ant Group's R&D spending reached 350.3 billion yuan in 2025, totaling nearly 800 billion yuan over recent years. Analysts suggest Ant's valuation framework should shift from a fintech perspective to account for AI-native businesses, global payment networks, and enterprise AI services. The article also features commentary from industry analysts on how AI is changing platform competition from traffic-based to intent-based models.
Read sourceCITIC Securities: AI Reshapes Ant Group's Value, Driving New Growth and Independent Valuations
A CITIC Securities research report argues that artificial intelligence is becoming the core variable in evaluating Ant Group's value. The report states that as AI moves from information generation to task execution and service delivery, Ant's two-decade accumulation of technology, merchant ecosystem, payment, and trust infrastructure will accelerate value release. The report highlights Ant's proprietary 'Bailing' model family as the technical foundation. In financial technology, AI is transforming wealth, insurance, and credit services from single transactions to ongoing engagement, deepening per-user value. New AI-native businesses like 'Afu' (healthcare) and 'Abao' (lifestyle services) are opening growth spaces, while AI payment is positioned as key infrastructure for an 'agent economy.' Independent fundraising rounds for Ant International (approx. $1.2B Series A), OceanBase, and Ant Digital Technologies are cited as validating individual business values and a 'incubation-independence-market validation' mechanism. The report concludes Ant's valuation should now encompass fintech, AI, global networks, and tech assets, while noting risks including regulatory tightening, commercialization uncertainty, and market competition.
CITIC Securities: Ant Group Valuation Should Include AI Growth, Globalization, and Tech Assets
CITIC Securities released a report on September 23 arguing that Ant Group's valuation framework should expand beyond mature fintech to include AI-driven growth, globalization, and technology assets. The report highlights Ant's AI-native services: Ant Afu, a health AI with 150 million users and nearly 20 million daily health consultations as of September 2026, and Ant Abao, a super-agent for the Alipay platform. AI payment is positioned as a strategic entry point for agent commerce, with 300 million AI payment transactions completed by May 2025. The report also notes the independent valuation of Ant International (raising ~$1.2 billion in Series A), OceanBase (4000+ global clients), Ant Digital Technologies (market leader in China financial AI), and Ant Lingbo (robotics). CITIC Securities states that Ant's incubation capability itself has become a core asset, and a new valuation framework matching the 'base business, new growth, marketable assets' structure is needed.
Read sourceCITIC Securities Report: AI, Globalization, and Tech Assets Reshape Ant Group's Value Framework
On September 23, CITIC Securities published a research report systematically analyzing Ant Group's AI strategy and business landscape, arguing that AI is the core variable for understanding the company's transformation. The report states that the AI industry is moving from model competition to task execution, and that Ant's long-accumulated user base, merchant network, and financial-grade technology capabilities are being converted into competitive advantages in the agent era. CITIC Securities proposes a new valuation structure for Ant: fintech business stock renewal, AI-native businesses (Afu in healthcare, Abao in lifestyle services, AI Payment) opening new growth space, technology businesses (OceanBase, Ant Digital Technologies, Ant Lingbo) expanding to external markets, and globalization broadening growth boundaries. The report notes that Ant International completed approximately $1.2 billion in Series A financing in July 2026, while OceanBase and Ant Digital Technologies have entered financing windows, signaling that these businesses should be independently valued as global payment networks, AI data platforms, and enterprise agent services. CITIC Securities concludes that Ant's valuation should simultaneously consider the profitability and efficiency improvement of its basic business, the growth potential of AI-native businesses, the market value of independent companies, and the organizational capability premium for continuously incubating new assets.
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