Atomic AI NexusCAPPS Cohort Evidence

CAPPS Cohort Evidence Tracker

Turn parent, school and partner conversations into safe public evidence.

This tracker defines what can move from private feedback into public proof: aggregate themes, approved quotes, reviewed case studies, partner lanes and weekly progress markers.

Evidence Lanes Parent cohort School pilot Partner review Testimonials Case studies

Evidence Pipeline

Private feedback becomes public proof only after review.

Collect

Capture parent, school, developer and partner themes through intake and reviewed conversations.

Redact

Remove private records, child details, contact details, raw identity material and private conversation content.

Approve

Publish quotes, testimonials and case studies only when permission and evidence status are clear.

Publish

Release aggregate themes, cohort counts, product decisions, weekly updates and evidence hashes.

Public Outputs

The tracker separates momentum from unsupported claims.

Parent CohortAggregate themes, requested features and approved quotes.
School PilotReviewed workflow feedback, safeguarding needs and case-study readiness.
Partner ReviewConversation lane, integration interest, next action and public-safe status.
Weekly ReportProgress markers, product decisions and blocked claims.

Hard Boundaries

Proof is useful only when the privacy boundary is intact.

No Child Records

Never publish child records, private contacts, raw identity records, private conversations or live location.

No Approval Claims

Do not publish external approval, school adoption or partner endorsement without reviewed evidence.

Proof First

Use route status, manifests, hashes, weekly reports and approved public quotes as evidence.