BeforePrompt resources

Evidence beforeenterprise claims.

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.

Available Now

The AI Intent Gap Framework

A practical model for finding where outcomes, context, boundaries, and execution paths become unclear before AI acts.

Read the framework
Available Now

Privacy and Architecture Explainer

A plain-language map of local checks, deliberate cloud actions, storage boundaries, permissions, and user control.

See the data flow
Exploring

Workplace Prompt Quality Benchmark

The reproducible methodology, scoring dimensions, safeguards, and limits for an upcoming representative-prompt study.

Review the methodology

Plain boundary

The browser extension is the product available now.

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