Alibaba (阿里巴巴) Qianwen (千问) upgrades “Deep Research,” hooks into minute‑level quotes for 13,000 stocks

What changed

Alibaba (阿里巴巴)’s Qianwen (千问) has upgraded its “Deep Research” professional capability, adding finance-analysis modules and real‑time market connectivity, it has been reported. The feature — rolled out on Qianwen’s PC site (qianwen.com) and its mobile app and offered free to all users — now links to minute‑level quotes for about 13,000 stocks and integrates roughly one million pieces of publicly filed company financials, disclosures and institutional research, according to an official post cited by IT之家.

How it works

Qianwen’s finance upgrade stems from a data partnership with Tonghuashun (同花顺), which supplies the minute‑level market feed. Reportedly, the system can autonomously fetch live quotes and underlying financial statements, run a pre‑configured analysis flow, generate visualized charts and export findings as Word or PDF reports. The company says the underlying tech is an “Agentic” architecture that parses user intent, plans an analysis path, calls multiple data sources, and presents the analysis framework before producing conclusions — a design meant to make logic and sources transparent and traceable.

Why it matters

Why should Western readers care? Alibaba’s move illustrates how major Chinese cloud and AI vendors are rapidly embedding real‑time financial data into consumer‑facing generative AI tools, lowering the barrier to stock research for retail investors. It also raises regulatory and data‑licensing questions: financial advice and market data in China are subject to strict rules, and partnerships with licensed providers such as Tonghuashun are central to compliance. Across a broader geopolitical backdrop of export controls and intensified tech competition, Chinese firms are emphasizing software and data integrations to differentiate their AI offerings even as access to advanced hardware becomes a strategic constraint.

Bottom line

For users, the upgrade promises faster, more polished research output and templates that let even novices generate in‑depth reports by swapping a stock name. For regulators and market incumbents, it tightens the intersection of AI, market data and financial services — a space to watch as Chinese platforms scale generative AI into regulated industries.