Conflation Labs

About Conflation Labs

We help local governments automate site plan review and zoning research so cities can approve permits faster, reduce resubmittals, and meet state and local review deadlines. Conflation Labs' AI Plan Review Agent reads submitted drawings against local zoning codes, setback requirements, and municipal standards, flagging compliance issues with visual markers, code citations, and corrective steps before they ever reach a reviewer's desk. Our Zoning Research Assistant handles routine property and code questions instantly with maps and plain-English answers, cutting inquiry time by up to 80%. Cities like Berkeley, CA; Asheville, NC and Riviera Beach, FL use Conflation Labs to accelerate development timelines, improve transparency, and free planning and permitting staff from repetitive work. Key Features: Plan review interface: "Check site plan to flag all the zoning issues". Conversational interface: 'What businesses can I open at 300 Main Street?' Custom property maps showing buildable areas, setbacks, ADU eligibility Integrates with existing GIS data and city workflows 70-80% reduction in research time. Use Cases: Automated permit review, Zoning and property information, Business and residential permitting, ADU feasibility analysis, Policy navigation and implementation, Automated Site plan review. For Cities and Counties: Faster staff responses, improved citizen experience, 24/7 access to accurate information. For AEC firms: QA/QC of design drawings. For Citizens: Self-service access to professional-grade municipal insights.