AI Is The Canal. Forward-Looking Data Is The New Water.

AI can speed up financial analysis, but it does not create a lasting edge when everyone uses the same public and alternative data.

The article argues that durable investment alpha is more likely to come from proprietary, longitudinal zero-party data on consumer expectations and intentions.

Forward-looking sentiment data can flag demand shifts and macro changes before they appear in transactions or earnings.

Bottom line: AI is a tool, but differentiated data is the real moat in investment management.