---
id: "claim-chinese-excel-verticals"
type: "claim"
source_timestamps: ["§ The Future of Chinese Gen AI Applications"]
tags: ["applied-ai", "vertical-integration"]
related: ["concept-domain-specific-small-models", "entity-sf-technology", "entity-trip-com", "entity-baidu"]
confidence: "high"
testable: true
enrichment_verdict: "strongly supported"
speakers: ["Amit Joshi", "Mark J. Greeven", "Sophie Liu", "Kunjian Li"]
source_url: "https://hbr.org/2025/09/how-savvy-companies-are-using-chinese-ai"
source_title: "How Savvy Companies Are Using Chinese AI"
sources: ["tail2"]
sourceVaultSlug: "hbr-seg-tail2"
originDay: 2
articleStem: "hbr-tail-123-using-chinese-ai"
sourceUrl: "https://hbr.org/2025/09/how-savvy-companies-are-using-chinese-ai"
sourceTitle: "How Savvy Companies Are Using Chinese AI"
---
# Chinese companies excel in industry-specific vertical AI applications

**Claim (author confidence: high; testable):** Generative-AI applications span three categories — efficiency tools, general-purpose software, and vertical applications — and **Chinese companies currently excel in the third**. They deploy AI on the *front lines* of real businesses (logistics, healthcare, e-commerce, travel) rather than testing in labs.

Evidence from the source: **[[entity-trip-com|Trip.com]]** (proprietary LLM Wendao trained on 20B travel data points; coding time cut 15–30%; content creation from 8.5 minutes to 15 seconds at a 98.9% quality pass rate; 60%+ of user inquiries resolved via self-service); **[[entity-sf-technology|SF Technology]]** in logistics; **[[entity-baidu|Baidu]]'s Ernie** in enterprise customer service. The technical enabler is [[concept-domain-specific-small-models]].

**Enrichment verdict — strongly supported:**
- The WEF highlights industry-driven innovation and sector-specific AI (manufacturing, logistics, finance, retail). MERICS notes Chinese big tech dominates domestic ML offerings and sector-specific solutions even where users prefer global models for general tasks. NBR documents rapid gen-AI deployment in consumer internet, finance, and public services.
- China's governance regime (content security, algorithm control, sector-specific risk management) further *incentivizes* tailored, compliant vertical applications.
- The comparative statement (relative to Western firms) is partly inferential but consistent with the literature's portrayal of U.S. firms as more frontier/general and Chinese firms as more applied/vertical.