The most common question about our AI investment coverage is how we evaluate whether a company's AI capital spending is disciplined or simply reactive to competitive pressure.
Why this question is genuinely hard to answer from outside
Companies rarely disclose enough detail publicly to distinguish carefully reasoned AI investment from spending driven primarily by fear of falling behind competitors, and both get described in similarly confident language.
What we actually look for
Specific evidence of a stated return-on-investment framework, disclosed usage metrics tied to the investment, or a coherent explanation of why the specific spending level was chosen - rather than accepting general strategic framing at face value.
Why we're often limited in what we can verify
Investment discipline is genuinely difficult to assess from public information alone, and we're honest when our reporting can describe what a company is spending without being able to confidently assess whether that spending reflects sound judgment.
Why we think this honesty matters
We'd rather acknowledge the limits of what we can verify about investment discipline than imply a confident assessment our reporting doesn't actually support.