Before AI, building a strategy on real-world data was accessible only to large companies
Companies commissioned expensive research projects that took months to complete
By the time the strategy was presented, some of the data was already outdated
As a result, strategies were often based on
- a limited number of studies
- the experience of individual strategists
- subjective assumptions about the market
- respondent answers that could contain bias or inaccuracies
The vast body of knowledge already available in open sources remained unused



