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Clarity needs Context

Avatar for Arne Kittler Arne Kittler
November 03, 2026

Clarity needs Context

Avatar for Arne Kittler

Arne Kittler

November 03, 2026

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Transcript

  1. For succesful product work we need clarity on four layers

    – all need context Directional Clarity Situational Clarity Role Clarity Clear Communication
  2. Context for Directional Clarity Market & competition, regulatory, user insights

    Company priorities & product direction (Vision, Strategy, Goals) Context behind initiatives: Insights, hypotheses, ambition, nos
  3. Context for Situational Clarity Sparring to practice „reading the situation“

    Decision record with rationale and decision makers Heritage: The key to explaining surprising behavior
  4. Context for Role Clarity Competency Matrix & Calibration Org Setup

    & Topologies Temporary project roles (DACI)
  5. Context for Clear Communication Shared Terminology (VOMP? // „Released“) Immediate

    context in async collaboration Explicit connections to contextualize overarching direction
  6. AI context handling is a chance for more human clarity

    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).
  7. If it works in your own AI, share it with

    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).
  8. Context decays: Keep it alive, and make it someone‘s responsibility!

    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).
  9. Let‘s involve the leaders more actively Leaders‘ involvement with context

    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
  10. Is it worth it? Probably, maybe! Has shared context changed

    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).