⚠ Simulated Data Prototype — Florida Civic Innovation Lab Concept
SNAPSHOT
September 2026
Florida Civic Innovation Lab

Voter Stability & Recovery

Most voter registration infrastructure asks: who is not registered, and how do we get them registered? This prototype begins with a different question: what happens after someone registers?

Sim

All names, records, statistics, and research findings in this prototype are fictional and simulated. No record represents an actual Florida voter.

The Central Shift

Traditional registration gets someone onto the rolls. Stability infrastructure explores how we help them stay there.

Traditional Voter Registration
Not Registered
Outreach
Registration Form
Registered
Done

What happens next?

2024— Registered
2025— Moved
2025— Address Changed
2026— Registration Became Inactive
2026— Record No Longer Appears

Traditional infrastructure successfully got this person onto the rolls. But who was watching what happened afterward?

Voter Stability & Recovery
Registered
Monitored Over Time
Change Detected
Human Review
Early Outreach
Assistance
Outcome Confirmed
Ongoing Relationship

Voter registration gets someone onto the rolls. Voter stability infrastructure explores how we help them stay there.

Registration is an event. Stability is a process.

Most systems answer: what does this person's record look like today? This project asks:

How did this person's record get here?
What changed?
When did it change?
Is the change important?
Does this person need help?
Can we intervene?
Did the intervention work?

That requires preserving history.

120,000
People Monitored
8,421
Records Changed / Month
1,206
Stability Alerts
94
Recoveries Observed

Start with the story of one voter

Follow Marcus Johnson's record across monthly snapshots — from active, to a detected change, to outreach, to recovery.