Contextual Clarity already mattered before AI Traditional context handling: oh boy… Systematic approaches for AI = increased awareness for context 49% 27% Provide context for the whole team‘s AI Experimenting with it *Source: Survey of 50 product people (October 2026).
your team’s Own AI tools Team's shared AI tools 73% Users Product direction Market Company direction 51% 76% 45% 62% 38% 63% 39% *Source: Survey of 50 product people (October 2026).
Good news: 86% update context at least weekly 66% use AI to do some or most of the updating But: 49% leave updates to „whoever notices“ or „nobody in particular“ *Source: Survey of 50 product people (October 2026).
information is often reactive As a leader: Don‘t wait to be asked, use context info as a chance to provide (or correct) direction Everybody: Make leaders aware of unclear context & show how they can contribute
how your team works together? 63% for the better 46% 17% Clearly for the better Somewhat for the better 31% Too early to tell No change (1) Only I use it (1) Do you measure or track whether shared context helps? 11% With metrics 43% 37% Informally No 9% Not sure *Source: Survey of 50 product people (October 2026).