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CONFLUENCE.／ 匯流顧問

What we’ve thought through, and what we’ve done.

The age of AI has only just begun. Every step a company takes starts with a judgment call. These are the things we have thought through and done ourselves, written down for your reference.

Investment & Cost

How to Evaluate the Return on Enterprise AI: What You Buy, Four Paths to Profit, and How to Look at the Investment

An AI investment buys productivity, not profit. Productivity turns into profit along four paths. The profit comes from three places: savings, revenue, and retention. Evaluating the investment takes four questions: what it costs, compared with what, how you know it is working, and how long to wait.

2026.10.05about 3,600 words

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