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AI Transformation

Enterprise Adaptation in the Year of Large Models: A Practical Guide

After ChatGPT in 2023, every enterprise needs a large model strategy.

After ChatGPT in 2023, every enterprise needs a large model strategy.

After ChatGPT in 2023, every enterprise needs a large model strategy. This article draws on our hands-on experience serving over 3,000 enterprise clients.

The essential difference between large models and previous AI: general language understanding lets AI handle non-standardized work for the first time.

Three pioneering enterprise scenarios: intelligent customer service, knowledge base Q&A, and content generation.

Start with a low-cost API pilot—a few thousand yuan a month is enough to validate core scenarios.

If you are evaluating a related project, feel free to talk with us—16 years and over 3,000 enterprise clients of experience may help you avoid some detours.