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The AI Intent Gap Framework
A practical model for finding where outcomes, context, boundaries, and execution paths become unclear before AI acts.
Read the frameworkBeforePrompt resources
These resources explain the problem, the current architecture, and the research method. They do not imply customer deployments, certifications, or features that have not shipped.
A practical model for finding where outcomes, context, boundaries, and execution paths become unclear before AI acts.
Read the frameworkA plain-language map of local checks, deliberate cloud actions, storage boundaries, permissions, and user control.
See the data flowThe reproducible methodology, scoring dimensions, safeguards, and limits for an upcoming representative-prompt study.
Review the methodologyPlain boundary
Team governance is in limited testing. Broader desktop, routing, workflow, agent, and enterprise-control-plane ideas remain exploration or long-term direction.
See every capability status