When tools accumulate without context intelligence, complexity grows while insight shrinks

7 commitments to break free โ€” from the Value-First Platform: AI Data Readiness series with Trisha Merriam

This means we will:

  • Systematically capture the contextual insights that frontline teams have developed rather than building AI from raw data alone
  • Preserve the human-derived context that gets lost in system handoffs rather than accepting information fragmentation
  • Design AI systems that enhance human contextual understanding rather than automate it away
  • Measure the quality of human-AI context collaboration rather than just system performance metrics
  • Build on existing human intelligence rather than starting from scratch with each new tool

From the Value-First Context Manifesto: Breaking Free from the SaaS Trap

Value-First Platform: AI Data Readiness with Trisha Merriam