Rule: capability does not equal outcome — without transformation management, tech investment drives revenue but not profit

Rule. Never claim that a Candid client will capture an information-asymmetry edge just because we can build the capability. The information edge requires the client to change behaviour and have authority to act on the flag.

Why. BDC / MIT framework (BDC / MIT framework — "investing in digital technologies drives revenue, but transformation management capabilities drive profits" (capability ≠ outcome)): investing in digital technologies drives revenue, but transformation-management capabilities — clear strategy, training, continuous-improvement culture — drive profit. Capability ≠ outcome.

How to apply. In Candid proposals and articles, distinguish "what the data could tell you" (capability) from "what you will do differently if it tells you that" (outcome). If the client cannot answer the second question, the build is premature — and the article should say so.