AI eraThoughts on enterprise transformation

From AI development trends to corporate transformation philosophy, from learning advanced ideas to sharing experiences of practitioners. We are here to record our in-depth thoughts on the AI ​​era and to acenterprise every explorer.

8 articles
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The intersection of three forces: why 2025 is a key window for the implementation of enterprise AI

The leap in large model capabilities, the maturity of the AI Agent tool chain, and the urgent need for enterprises to reduce costs and increase efficiency - these three forces have matured at the same time, and the implementation of enterprise AI has changed from "optional" to "must-have".

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Compound Interest Intelligence: Why AI-Native Organizations Are Exponentially Competitive

The knowledge of traditional organizations is lost with the flow of personnel, but the knowledge of AI-Native organizations continues to accumulate. Each delivery empowers the next—that’s the intelligence of compounding.

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Study notes: Anthropic’s AI safety philosophy and product thinking

In-depth interpretation of Anthropic's Constitutional AI concept, Claude's design philosophy, and inspiration for enterprise AI applications. Security is not a restriction, but the foundation of trust.

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Interpretation of Sequoia Capital AI Report: Investment Logic from Application Layer to Infrastructure

In-depth interpretation of Sequoia Capital's latest AI investment report, analysis of the value distribution of the AI industry chain, and implications for corporate AI strategies.

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Experience sharing: Why the integration of "consulting + delivery" is the best solution for AI adoption

Traditional consulting companies just leave after producing the PPT, and the development team does not understand the business. This gap is the root cause of failure in enterprise AI adoption. Our practice proves that the integrated model is the right answer.

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In-depth analysis of AI application scenarios in the top ten industries

From the apartment industry to the Tea chain, from new energy vehicles to cross-border trade, we systematically analyze the AI adoption opportunities, entry points and expected returns in the ten major industries.

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Study Notes: OpenAI’s Agent Strategy and the Future of Enterprise AI

From GPT to Agent, OpenAI is evolving from a "conversation tool" to an "autonomous execution system". What does this mean for the implementation of enterprise AI?

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Practitioners’ Reflections: Truths and Lies in the AI Consulting Industry

As AI consulting practitioners, we have seen too much industry chaos. This article candidly shares our observations, reflections, and persistence.

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