Hackathon judge brief

RecallZero turns recall chaos into a defensible decision before delay becomes the bigger risk.

Food, wellness, and regulated commerce teams do not lose only because they recall too late. They lose because supplier emails, QA notes, ERP movement, and complaint data arrive separately. RecallZero unifies those signals, recommends a posture, and records the audit trail a compliance team can defend.

System of record

DynamoDB live

Connected lanes

4 live

Incident records

14 active

Activate calls

8 flagged

Not another dashboard

The cockpit makes the decision: activate, hold, or reject, with confidence, evidence gaps, flip conditions, and delay risk.

Connectors are live

Supplier inbox, QA system, ERP lot traceability, and returns complaints each return routeable incident signals.

Defensible by design

Every incident writes status, operator action, follow-up evidence, and exportable audit packets to persistent storage.

Winning angle

Why this matters now

  • Recall decisions are high-cost, time-sensitive, and evidence-fragmented.
  • Existing tools track tasks after the decision; RecallZero supports the decision itself.
  • The app demonstrates full-stack execution: Next.js, live APIs, AWS DynamoDB, Vercel deployment, and operational workflows.
  • 1 incident currently escalated, showing the lifecycle beyond first analysis.

Recommended demo path

Five minutes, end to end

1

Open Connectors

Pull ERP lot traceability or returns complaints.

2

Route to Cockpit

Show messy operational evidence becoming a structured recall posture.

3

Analyze

Point out confidence, evidence gaps, flip conditions, and delay trajectory.

4

Open incident

Change status, add operator action, and show the audit timeline.

5

End on Dashboard

Show live exposure, posture mix, and DynamoDB-backed incident state.