Documentation Index
Fetch the complete documentation index at: https://otakusolutions.mintlify.app/llms.txt
Use this file to discover all available pages before exploring further.
Step 1: Visit the Civic Hub
Go to the Montgomery Civic Hub at montgomery-civic-hub.vercel.app. You’ll land on the homepage with an overview of all six portals. No account or login required — the platform is free and open to everyone.Step 2: Choose Your Portal
Click on the portal that matches your needs:| If you are… | Choose | Route |
|---|---|---|
| A Montgomery resident with questions about your neighborhood | Resident Portal | /resident |
| A business owner or entrepreneur | Business Portal | /business |
| A city employee or government staff | City Staff Portal | /citystaff |
| A researcher, journalist, or analyst | Researcher Portal | /researcher |
| A department head, mayor’s office, or city leadership | Executive Portal | /executive |
| A data analyst or planner wanting cross-district insights | Insights Portal | /insights |
Step 3: Explore the Dashboard

- Left panel — AI Chat (ask questions in plain English)
- Right panel — Data views (Map, Table, or Chart tabs)
- Map — Interactive map with color-coded data points
- Table — Sortable, filterable data table
- Chart — Trend visualizations
Step 4: Ask a Question
Type any question into the chat. The AI assistant will:- Query Montgomery’s ArcGIS datasets for structured data
- Search the web for additional context when needed
- Return a clear, data-backed answer
- Optionally control the dashboard to show you relevant data visually
Example Questions by Portal
Resident Portal
Resident Portal
- “What is the flood zone for 100 Dexter Ave?”
- “When is my garbage pickup?”
- “How many open 311 requests are in District 5?”
- “Where are the community centers near downtown?”
- “Show me the latest news about Montgomery infrastructure”
- “What are the emergency contacts for my district?”
Business Portal
Business Portal
- “What permits are active near downtown Montgomery?”
- “How many new business licenses were issued this year?”
- “What’s the zoning for parcels on Eastern Blvd?”
- “Show me available vacant land in Capitol Heights”
- “What city-owned properties are available for development?”
- “Suggest reuse ideas for vacant parcels near downtown”
City Staff Portal
City Staff Portal
- “Give me an executive briefing on District 3 paving projects”
- “What’s the 311 request trend this quarter vs last?”
- “How many open code violations are in each district?”
- “Show pavement assessment scores for major corridors”
- “Generate a staffing report for the MPD”
- “What’s the 911 center vacancy rate?”
Researcher Portal
Researcher Portal
- “What’s the spatial distribution of code violations by census tract?”
- “Show business license activity trends from 2018-2024”
- “Fly to the Rosa Parks Museum on the map”
- “What civil rights landmarks are in Montgomery?”
- “Show me the demographics breakdown by district”
- “Compare pre and post-pandemic permit activity”
Executive Portal
Executive Portal
- “Generate a morning briefing”
- “Give me a detailed briefing with all metrics”
- “What alerts need my attention today?”
- “How are districts comparing on service delivery?”
- “Show me the public safety pulse”
Insights Portal
Insights Portal
- “Switch to the equity analysis tab”
- “Show me the scorecard for District 4”
- “Generate a data story about service equity”
- “What are the trending metrics this quarter?”
- “Compare 311 response rates across districts”
Step 5: Interact with the Data
The AI can control the dashboard for you. Depending on the portal, it may:- Switch to the Map, Table, or Chart tab automatically
- Toggle map layers on or off
- Adjust the year filter range
- Show or hide council district boundaries
- Navigate to portal sub-pages
- Generate reports and briefings
- Filter data by neighborhood, status, or category
- Fly to specific landmarks on the map
- Switch between dashboard sections and tabs
Take a Tour
Each portal includes a guided onboarding tour. Look for the “Take a Tour” button to get a walkthrough of all features.Explore Portal Guides
Dive deeper into what each portal offers.
