Incomplete & Conflicting Resident Reports
Citizens describe issues in natural language without knowing municipal departmental codes. Three people describing the same water leak often report three different problems.
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EXPLORE / THE CIVIC PROBLEM
The Gap Between Citizen Reports & Municipal Action
Traditional 311 systems fail not from a lack of reports, but from unstructured noise, duplicate ticket inflation, and ungrounded response promises.
Duplicate Ticket Explosion
50 residents submitting reports for a single burst water main creates 50 separate tickets, overwhelming dispatch staff and obscuring real incident severity.
Severity Is Distinct From Priority
A moderate water leak outside a primary school gate during morning arrival poses greater civic urgency than a severe leak in an empty industrial lot. Spatial context is critical.
Policy Hallucination in Automated Bots
Standard LLM chatbots fabricate delivery timelines and invent municipal commitments. Civitas forces every recommendation to cite verified city playbooks (e.g. PLAY-WATER-01).
Citizen Transparency Void
Residents receive generic 'ticket logged' emails with zero updates on whether field crews arrived, how work orders progressed, or why a ticket was closed.