Technical leadership + execution
Leading complex initiatives from technical ambition to durable public outcomes, with clear direction and strong teams.
e.g. Cal-ITP mobility data · King County Metro · Sound Transit

Helping public institutions work for the people they serve.
Technical leadership for agencies and mission-driven organizations · from Leavenworth, Washington
Get in touchPeople have gathered in towns and cities for centuries to create social and economic opportunity. Technology like models, data and AI can help us understand complex systems and expand what feels possible.
But people know best how they feel, and they belong at the center of deciding what future is worth building.
Lived experience and expertise are valued, and actually shape decisions.
Data sharpens judgment, provokes important debate and checks our imaginations.
Government earns trust by delivering, and its people are supported to do good work.
Streets are safe for walking, rolling and stopping to talk with neighbors.
Public transit is reliable and dignified, and connects people and places.
Places are healthier, and the planet keeps sustaining us long into the future.
The messy middle:where policy, people, data, software and procurement all decide whether a system actually works for the people who are supposed to benefit from it.
Leading complex initiatives from technical ambition to durable public outcomes, with clear direction and strong teams.
e.g. Cal-ITP mobility data · King County Metro · Sound Transit
Shaping policy, standards and interoperability so technical systems support better decisions and real coordination.
e.g. Mobility Data Interoperability Principles · traveler information policy · N-CATT best practices
An honest second opinion on tools, procurements and technical approaches, so plans hold up in practice.
e.g. Metro Transit procurement · Caltrans SB743 panel · Caltrans business case
Investing in the connective tissue of the field: coalitions, standards communities and open-source homes that let good ideas travel.
Credibility comes from doing the work.There's always a hands-on project in the mix, so our advice stays grounded in what it really takes to build and maintain a tool, govern a data standard or put analysis in front of the public. Not shiny objects: things that work in context.
…and are trusted by
…and others like APTA, Oregon DOT, UC Davis and more.

Elizabeth is a former SFCTA executive and longtime advisor to agencies, research programs and open-source efforts. She does her best work across boundaries: between technical and executive teams, between policy goals and delivery realities, and between institutions that need to trust each other.
After years in Washington DC, Austin, San Francisco and Seattle, she now lives in Leavenworth, a walkable small town in the Cascade foothills, served by Amtrak and Link Transit and close to the mountains and rivers. Big-city systems and small-town life both shape how UrbanLabs thinks about what makes a place work.
If you’re working on something that matters to your community, write to us.