Using AI and Large Models to Advance Transformation and Innovation

Artificial intelligence and large models are developing rapidly and showing significant potential across many fields. They have become key drivers of digital transformation, improving efficiency and helping companies remain innovative in competitive markets.

The trend is toward greater scale, broader application, and more intelligent adaptation. Companies should embrace it and use AI and large models to advance transformation and business innovation.

Business owners can begin in several areas:

1. Clarify Objectives and Strategy

Create a strategy aligned with the company’s overall direction so AI and large-model applications support long-term development. Define specific objectives such as increasing production efficiency, shortening supply cycles, improving customer experience, or opening new markets.

The delivery route must also be explicit so resources, capabilities, technology, and talent can support those objectives. Data standardization and governance are fundamental: intelligence cannot be built on unqualified data.

2. Select Technology and Applications

Understand relevant principles and scenarios, then select appropriate technologies, open-source platforms, and partners. Establish relationships with suppliers for technical support and training. Apply AI gradually in real operations—such as data analysis, process optimization, and customer service—to validate outcomes and build experience.

3. Build and Train the Team

Create a team with digital skills and thinking, including critical roles such as data analysts and algorithm engineers. Provide training and development opportunities and establish cross-department collaboration between business and technical teams.

4. Optimize and Iterate Continuously

Adjust strategy and business models as markets and user needs change. Evaluate transformation and innovation regularly, identify problems and improvement opportunities, and encourage employees to propose new ideas that improve products and services.

AI and large models are changing operations and competition at unprecedented speed. Companies that keep pace, innovate, and optimize continuously are better positioned for the future.