#techfreedom

The pilot cohort provided consistently high ratings for clarity of dependencies (5/5) and moderate scores for confidence and value (4/5), with lock-in and cost exposure identified as universal concerns. Despite high NPS scores, only one participant began implementing their roadmap, citing lack of time or capacity as the primary barrier, while feedback requested enhanced peer interaction, better resource distribution, and improved Stackmap functionality.