Atomic AI NexusCAPPS Review Sprint

CAPPS Review Sprint

The next validation sprint: 100 parent conversations, 5 school conversations and 1 independent cyber review.

This sprint turns outreach into structured review work: talk to the people CAPPS is meant to help, document aggregate themes, and publish only evidence-backed outcomes.

Sprint Targets 100 parent conversations 5 school conversations 1 cyber review weekly evidence

Sprint Tracks

Three tracks create the next real proof layer.

Parent Conversations

Ask what parents need from alerts, consent, AI controls, platform access, identity proof and weekly safety reporting.

School Conversations

Ask safeguarding leads what workflows, escalation summaries, reporting boundaries and evidence formats would actually help.

Cyber Review

Invite independent security review of public routes, headers, sensitive-data boundaries, API assumptions and claim controls.

Review Checklist

Every conversation should produce a usable decision.

NeedWhat problem is real enough to solve first?
ControlWhich CAPPS control helps: identity, consent, trust score, SafeAI, alert, badge or report?
RiskWhat could be misunderstood, overclaimed or unsafe if published?
OutputAggregate theme, product decision, evidence link or blocked claim.

Public Evidence

What can be published from the sprint.

Aggregate Themes

Repeated parent, school and reviewer needs without private records.

Product Decisions

Changes made to CAPPS modules because of reviewed feedback.

Security Notes

Independent review scope, findings status and remediation route when publishable.

Blocked Claims

Anything that sounds like external approval, live adoption or promised outcomes stays blocked without evidence.