Constituent Services & 311 Request Intelligence
Turn free-text civic complaints into a searchable intelligence system.
Upload 311 requests, constituent emails, and call center logs, and Steeped AI turns free-text civic complaints into a searchable, measurable intelligence system for local government. Custom topic mapping identifies concepts standard categories miss, like infrastructure frustration or repeat-complaint language, and quantifies how often each appears by department and neighborhood. Geospatial enrichment maps request density to reveal true hotspots, not just the loudest zip codes.
Census-balanced weighting corrects for uneven reporting rates across neighborhoods, so findings represent the full constituency, not just residents most likely to call in. University-grade statistical testing confirms which issues are genuinely rising versus normal seasonal noise. Turn a 311 database into a cited report that shows council members exactly where infrastructure dollars will have the most impact.
AI Topic Mapping
Use Steeped AI's AI topic mapping to identify concepts standard 311 categories miss, like infrastructure frustration or repeat-complaint language. Quantify how often each appears by department and neighborhood so leadership sees what residents actually mean, not just the category a call-taker picked.
Location Intelligence
Layer Steeped AI's location intelligence to map true request hotspots by neighborhood, not just the loudest reporting zip codes. Reveal where issues actually concentrate so infrastructure crews and budgets go where the need is greatest.
US Census Balancing
Use Steeped AI's census balancing and state-level weighting to correct for uneven reporting rates so findings represent the full constituency, not just frequent callers. Neighborhoods that rarely file 311 requests get their true weight, so budget decisions serve everyone.
Statistical Significance Testing
Steeped AI's automated significance testing confirms which issues are genuinely rising versus normal seasonal variation. A university-grade, 3-part framework keeps every finding defensible for council members and the public, so budget shifts are backed by statistics, not a noisy month.
The insights are already in your data.
Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.