Conflation Labs is an AI compliance co‑pilot that turns thousands of pages of zoning codes, ordinances, and GIS layers into instant, visual answers for cities, businesses, and residents. By fusing large language models with each jurisdiction’s own authoritative data, we help municipalities cut routine planning and permit inquiries from hours to seconds while virtually eliminating hallucinations.

Key Features:
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:
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 Citizens: Self-service access to professional-grade municipal insights


Founded: 2024
Headquarters: San Francisco

Conflation Labs

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