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Frequently Asked Questions

Find answers to common questions about Conflation Labs and our products

Conflation Labs is a technology company based on San Francisco, California specializing in geospatial AI solutions for local governments and communities. We build innovative products like your product to make spatial data accessible and actionable for everyone.

Your product is our conversational mapping assistant that lets you visualize, analyze, and interact with location-based data using natural language. It's designed for city staff, planners, and citizens—no GIS expertise required.

Our product is built for both technical and non-technical users. You can ask spatial questions in plain language and get instant, visual answers. It overlays your local data with foundational map layers, making mapping intuitive and accessible for all.

Our product is designed for all city staff including city officials, planners, GIS professionals, and everyday residents. Anyone who needs to explore or understand location-based information can benefit from our platform.

No. Our product's conversational interface means you can explore maps and data, generate reports, and share insights without any prior GIS experience.

Absolutely. Our product is purpose-built to maximize your existing GIS investment. It works alongside your current GIS and data systems, ensuring a smooth onboarding process and minimal disruption. For example, our platform can connect directly to your Esri environment, allowing you to instantly query and visualize the data you've curated and maintained over the years—no need to migrate or duplicate your valuable assets. By leveraging your established data models, map styles, and workflows, our product empowers your team to extend the value of your GIS portfolio while making advanced mapping and analysis accessible across your organization and to the public.

Our product can integrate your city's proprietary GIS data with foundational layers like parcels, zoning, transit, flood zones, and more. It's flexible and adapts to your organization's needs.

Residents can access up-to-date community information, look up property and zoning details, report issues, and participate in city planning—all through an easy-to-use, public-facing map.

Yes. Security and compliance are top priorities. Our platform uses end-to-end encryption, role-based access controls, and is built on infrastructure compliant with government standards.

You can request a demo by filling out our contact form.