The AI application industry's full ecosystem is segmented into three primary layers: upstream infrastructure, midstream models and development tools, and downstream industry applications and terminal access points.

The upstream sector is built upon hardware foundations, encompassing data collection and labeling, computing power chips, servers, IDC computing centers, high-speed optical modules, liquid cooling and heat dissipation systems, and power supply. These components collectively provide the essential computing power, data, and energy required for model training and inference.

The midstream sector leverages general-purpose large models, industry-specific vertical models, Agent development frameworks, vector databases, RAG retrieval tools, and API scheduling platforms. These tools facilitate model encapsulation, capability adaptation, and plug-in transformation, enabling model invocation, data integration, and process orchestration.

The downstream sector focuses on crafting customized AI solutions tailored to vertical scenarios such as office environments, finance, healthcare, industry, marketing, government affairs, and autonomous driving. These solutions are delivered to end-users through various channels, including AI software, smart terminals, in-vehicle devices, AR glasses, and mini-programs, thereby forming a comprehensive business closed loop. This loop spans from infrastructure provision, model capability encapsulation, and industry scenario implementation to terminal product delivery.

Upstream computing power hardware possesses inherent cost rigidity, while the midstream tool layer benefits from the continuous expansion of model scales. The downstream application end achieves commercialization through in-depth scenario development and business process integration. Together, these layers collaborate to facilitate the transformation of AI technology from computing power consumption to the realization of industrial value.

Enterprise Growth Potential & Profitability in the AI Application Industry

Enterprise growth potential denotes the capacity to sustain increases in asset scale and market share, whereas profitability necessitates a thorough examination of a company's profit margins.

Based on business relevance, this article selects 19 enterprises within the AI application industry as research samples.

It employs metrics such as compound revenue growth, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow as indicators of growth potential. Profitability is gauged through metrics like return on equity, gross profit margin, and net profit margin.

10th: Winning Health

Industry Segment: Vertical Application Software

Growth Potential: Compound revenue growth of -24.30%, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow at 36.28%.

Profitability: Return on equity of -6.44%, gross profit margin of 32.83%, and net profit margin of -18.24%.

Company Highlights: Leveraging its self-developed WiNGPT medical large model and intelligent assistant products, the company has seamlessly integrated AI into its medical informatization foundation, enabling comprehensive AI applications across all scenarios.

9th: Foxit Software

Industry Segment: Horizontal General-Purpose Software

Growth Potential: Compound revenue growth of 49.99%, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow at 378.88%.

Profitability: Return on equity of 1.17%, gross profit margin of 87.90%, and net profit margin of 4.32%.

Company Highlights: The company has significantly enhanced its PDF editor with large model AI, incorporating an AI assistant for intelligent document office work. Simultaneously, it has launched trusted intelligent document automation products and industry-specific document AI solutions.

8th: iFLYTEK

Industry Segment: Horizontal General-Purpose Software

Growth Potential: Compound revenue growth of 16.12%, compound growth of net profit excluding non-recurring items at 40.47%, and compound growth of operating net cash flow at 28.57%.

Profitability: Return on equity of 4.57%, gross profit margin of 42.36%, and net profit margin of 3.13%.

Company Highlights: Based on its Spark large model and core intelligent speech technologies, the company offers ToB industry solutions and ToC smart terminal products for various scenarios.

7th: Tianyu Digital

Industry Segment: Marketing Agency

Growth Potential: Compound revenue growth of 31.57%, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow at 260.59%.

Profitability: Return on equity of -4.08%, gross profit margin of 25.31%, and net profit margin of -2.34%.

Company Highlights: The company has constructed a one-base multi-model AI technology system with its Tianxing large model, enabling diversified AI commercial applications such as AI marketing, AIGC film and television creation, embodied intelligent MaaS, and smart energy.

6th: Wondershare

Industry Segment: Horizontal General-Purpose Software

Growth Potential: Compound revenue growth of 6.46%, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow at -35.74%.

Profitability: Return on equity of -8.46%, gross profit margin of 90.77%, and net profit margin of -6.05%.

Company Highlights: Relying on its self-developed vertical large model, the company has transformed existing tools and incubated native applications like AI comic dramas, achieving large-scale commercialization of AI creative tools.

5th: Yeahmobi

Industry Segment: Marketing Agency

Growth Potential: Compound revenue growth of 50.39%, compound growth of net profit excluding non-recurring items at -63.97%, and compound growth of operating net cash flow at -65.87%.

Profitability: Return on equity of 4.34%, gross profit margin of 14.33%, and net profit margin of 4.05%.

Company Highlights: Leveraging its AI middleware, EC-Agent intelligent agent platform, and KreadoAI products, the company has fully implemented AIGC and marketing agent solutions across the entire cross-border marketing chain.

4th: Kingsoft Office

Industry Segment: Horizontal General-Purpose Software

Growth Potential: Compound revenue growth of 15.78%, compound growth of net profit excluding non-recurring items at 15.82%, and compound growth of operating net cash flow at 13.93%.

Profitability: Return on equity of 15.20%, gross profit margin of 85.95%, and net profit margin of 30.73%.

Company Highlights: Based on its self-developed office large model, the company has natively embedded AI into all WPS products, enhancing C-end personal efficiency and offering B-end enterprise intelligent office solutions, thereby driving product and commercialization upgrades with AI.

3rd: China Literature

Industry Segment: Text Media

Growth Potential: Compound revenue growth of 42.92%, with compound growth of net profit excluding non-recurring items and compound growth of operating net cash flow not specified.

Profitability: Return on equity of -104.75%, gross profit margin of 36.18%, and net profit margin of -39.99%.

Company Highlights: With its self-developed Xiaoyao large model as the core AI foundation, the company has fully implemented AIGC across the entire chain of online literature creation, short dramas, comic dramas, multilingual translation, and audio production.

2nd: Kaying Network

Industry Segment: Gaming

Growth Potential: Compound revenue growth of 4.04%, compound growth of net profit excluding non-recurring items at 15.21%, and compound growth of operating net cash flow at 29.01%.

Profitability: Return on equity of 23.13%, gross profit margin of 80.84%, and net profit margin of 35.72%.

Company Highlights: Leveraging its self-developed gaming vertical SOON and Xingyi large models, the company applies AI to reduce costs and increase efficiency in industrialized game development, while also deploying AI short dramas, AI trendy toys, and AI social applications.

1st: Giant Network

Industry Segment: Gaming

Growth Potential: Compound revenue growth of 72.69%, compound growth of net profit excluding non-recurring items at 31.10%, and compound growth of operating net cash flow at 188.64%.

Profitability: Return on equity of 12.45%, gross profit margin of 91.03%, and net profit margin of 35.03%.

Company Highlights: With its self-developed gaming vertical large model and Qianying multimodal model as the core, the company has upgraded AI from a cost-reducing tool in game development and operations to a core gameplay mechanic for native hits.

*The data presented is historical and does not indicate future trends; it is for static analysis purposes only and does not constitute investment advice.