Readiness before tools
Buying software before assessing readiness is the most expensive way to start. The quiz scores four areas — data, process, budget and team — because a tool can only be as useful as the weakest of these.
A business with messy records will get little from an AI assistant, no matter which model it uses. Fixing the data is the actual first project.
What the gaps mean
The three gaps are ordered by cost to close, not by severity. Some gaps are cheap to fix (naming conventions, one clean spreadsheet) and should be closed before anything with a subscription.
A low score is not a verdict against AI; it is a sequence. Most small businesses that fail with AI skipped the early steps and started with the tool.
先看就绪度，再谈工具
在评估就绪度之前先买软件，是开始这件事最贵的方式。测评给四个维度打分——数据、流程、预算与团队——因为工具的效用上限等于其中最弱的一项。
记录混乱的企业，无论用哪个模型，从 AI 助手里得到的都很有限。修数据才是真正的第一个项目。
短板意味着什么
三块短板按“补齐成本”排序，而不是按严重程度。有些短板很便宜就能补（命名规范、一张干净的表），应当在任何需要订阅的东西之前解决。
低分不是对 AI 的否定，而是一个顺序。多数用 AI 失败的小企业，都是跳过了前面的步骤，直接从工具开始。