Walk your streets.
Expose the problems.
Make the evidence count.
Ordinary neighborhood walks reveal critical environmental issues—blocked storm drains, submerged curb ramps, and broken footpaths after rainfall. MonsoonMap uses open-weight vision AI to turn what you discover outdoors into structured, human-verified civic evidence.
From sidewalk puddle to verified evidence
No endless screen-scrolling or gamified badges. Just clear, disciplined observation that respects your time outdoors.
Take an Outdoor Walk
Choose a 10, 20, or 30-minute route. Focus on rainfall waterlogging, drainage grates, or footpath safety. Put your phone in your pocket.
Capture Visible Condition
When you spot an obstacle—like standing water blocking a ramp—snap a quick photo and jot a 1-sentence note from a safe vantage point.
Open-Weight AI Analysis
A local vision-capable Gemma model extracts observable physical factors, isolates facts from assumptions, and suggests follow-up checks.
Human Review & Report
You review the findings, adjust any classifications, and approve the report. Export clean PDF evidence for civic assemblies or community boards.
Visualizing recurring neighborhood choke points
See where waterlogging recurs, which intersections have blocked drains, and where damaged pavers pose wet-weather slip risks. Filter by category, inspect photo evidence, and track neighborhood conditions over time.
Gemma 3 Open Weights
We connect directly to open-weight vision models (such as Gemma 3) running on your own machine via Ollama. No proprietary closed APIs; zero recurring vendor lock-in.
Zero Cloud Surveillance
Photos of your neighborhood and daily walking paths stay in your browser and local persistence. We never upload your images to third-party commercial clouds.
Disciplined Evidence
The AI strictly distinguishes visible physical facts from assumptions. You retain 100% human editorial authority over every final report.
Ready to step outside and observe?
Grab an umbrella, put your phone in your pocket, and walk your neighborhood block for 15 minutes. Notice what the rain reveals.