Voice agent testing for public sector & government

From benefits navigation to emergency response, serve every citizen

When a government agent gives wrong eligibility guidance or leaks a resident's record, the agency answers for it. Hamming simulates your callers, red-teams the agent before launch, and keeps an audit trail of every test.

Hamming works with

All integrations
  • Vapi
  • Retell AI
  • ElevenLabs
  • LiveKit
  • Pipecat
  • OpenAI
  • Synthflow
  • Daily
01Scenario generation & compliance validation

Generate government service scenarios with an audit trail

Create auditable test suites for benefits navigation, eligibility inquiries, and citizen services, simulating real interactions with Social Security, IRS, and state agencies.

City services140 scenarios
Reports a missed trash pickup
Asks about benefit eligibility in Vietnamese
Says they feel unsafe at homeroute to a person
Fig. 1 · Scenario generation & compliance validation
  • Test benefits navigation and eligibility

    • Test Social Security, IRS tax relief, and government benefits inquiries
    • Validate eligibility checks, application processes, and status updates
    • Check that guidance stays clear and accurate across complex programs
  • Validate license and permit application flows

    • Simulate driver's license renewals, business permits, and building applications
    • Test document collection, fee calculation, and appointment scheduling
    • Validate integration between service databases and verification systems
  • Test emergency and 311 service workflows

    • Test emergency routing, escalation protocols, and information accuracy
    • Validate response quality under high load or urgent conditions
    • Confirm the agent stays clear and available during crisis communications
02Monitoring & governance

Voice agent validation for public sector AI

Monitor interruptions, awkward silences, and quality issues that impact vulnerable populations. Track metrics that matter: time to first word, turn-taking, and citizen satisfaction.

City services release · 1,240 calls
1,219 calls passed
Gave last year’s filing deadlineaccuracy
Fig. 2 · Monitoring & governance
  • Monitor interruptions and conversation quality

    • Track agent interruptions, which hurt most when a caller is still forming a thought
    • Detect awkward silences, dead air, and conversation gaps that frustrate callers
    • Visualize issues in waveform overlaps for quick diagnosis
  • Test secure and transparent data handling

    • Test handling of sensitive citizen data in simulated environments
    • Validate data flow integrity across multi-agency systems
    • Keep an audit-ready record for compliance and governance reviews
  • Test outbound calls for benefits outreach

    • Validate outbound calls helping citizens navigate government benefits
    • Test callback workflows and follow-up scheduling
    • Confirm quality holds across high-volume outreach campaigns
03Resilience & continuity testing

Simulate peak volume and service continuity scenarios

Stress-test your public sector voice systems for peak service periods and emergencies. Validate data flow, latency, and operational handoffs between systems.

Snowstorm · city lines open

3,000

calls at once · p90 1.5s · none dropped

Fig. 3 · Resilience & continuity testing

Frequently asked
questions.

Browse every answer on the FAQ page