
[Strategy]
Adaptive Execution: Why 3-Year Roadmaps Are Dead in the AI Era
Every investor deck has a confident three-year roadmap. We're not writing one - because in the AI era, a rigid long-term plan is a list of promises engineered to break.
August 5, 2026



