| Travel Demand Modeling | ActivitySim, Visum, Emme | Build/validate models; test scenarios with uncertainty. | Guides long-range investment. |
| Transit & GTFS Analytics | GTFS/GTFS-RT, R/Python | Analyze reliability, headways, stop access, and equity. | Improves service design. |
| Microsimulation & Operations | Vissim/Aimsun, HCS | Evaluate corridors/ITS; quantify delay, safety surrogates. | Optimizes near-term projects. |
| Safety & Vision Zero | Crash analytics, HSM tools | Identify high-injury networks; evaluate countermeasures. | Reduces fatalities/serious injuries. |
| Active & Complete Streets | Level of Traffic Stress, SRTS | Assess bike/walk comfort, gaps, and school routes. | Supports mode shift and equity. |
| Freight & Curb Management | GPS probe data, curb tools | Analyze freight flows and curb demand; design policies. | Improves logistics and streets. |
| Climate & Emissions | MOVES, EMFAC, LEAP | Quantify GHG/criteria pollutants across scenarios. | Meets air-quality and climate goals. |
| Land Use Integration | UrbanFootprint, Envision Tomorrow | Link zoning, growth, and transport outcomes. | Aligns housing/jobs and mobility. |
| Public Engagement | StoryMaps, survey tools, MURAL | Run multilingual outreach; analyze and report inputs transparently. | Builds legitimacy. |
| Funding & Cost-Benefit | IMPLAN, benefit–cost templates | Prepare grant-ready analyses with risk/uncertainty. | Unlocks funding and approvals. |
| Data Governance | PostGIS, Open Data portals | Maintain authoritative networks and metadata; publish APIs. | Enables collaboration/reuse. |