← Friction Map

Pattern identified

Citizen Status Questions

139 people answer the same status question over and over.

139
Related signals
10
Departments
960
Est. hours / month
5
Systems involved
HIGH
Cross-department relevance

What people are experiencing

Citizens call because they can't see their application status.
Licensing & Permits
People reapply because they assume nothing happened.
Workforce Services
Half my phone calls are people asking whether we received their paperwork.
Municipal Services

16 submissions in this prototype dataset describe this pattern.

What connects these?

AI has identified recurring characteristics across these submissions. People decide which of them matter.

Invisible progress
Applicants cannot see what step they are on.
Inbound load
Staff time is consumed answering identical status questions.
Duplicate applications
Uncertainty causes people to submit again.

Accept the constraint. Find the possibility.

Can't change — right now

  • Existing statewide platforms
  • Current vendor contracts
  • Reporting obligations
  • Security requirements
  • Current staffing levels

Can change

  • How information moves between systems
  • How repetitive work is performed
  • How reports are generated
  • How exceptions are surfaced
  • How teams share information
Find opportunities

Illustrative demonstration data