Welcome to Conflation Labs

Conflation Labs is an AI-powered geospatial intelligence platform for city planners, architects, and permit technicians. It combines interactive maps, zoning knowledge, and AI-powered document analysis in one place — so you spend less time searching and more time making decisions.

Getting started

1. Navigate to your organization's portal URL: https://{city}.conflationlabs.com

2. Sign in with the credentials your administrator provided.

3. If it's your first login, create a new password when prompted.

4. You will land on the main interface for your city's configured features.

Feature guides

Zoning Assistant

Ask plain-language questions about zoning regulations, permitted uses, setbacks, parking, and parcel data — no GIS expertise needed.

Read guide

AI Site Plan Review

Upload architectural drawing sets and get an automated compliance checklist generated against your city's zoning requirements.

Read guide

Document Agent

Chat with your city's planning documents — general plans, design guidelines, municipal codes, and tabular data files.

Read guide

Interactive Map

Explore parcel boundaries and zoning overlays on an ArcGIS-powered map. Results from the Zoning Assistant are highlighted automatically.

Read guide

Not on the platform yet?

Request a personalized demo to see Conflation Labs with your city's real data.

Book a Demo