METRO Magazine Logo
MenuMENU
SearchSEARCH

Consultant Q&A: Data, Defining Success, and More with HNTB's Tam

In her most recent role as the Customer Experience Lead for Dallas Area Rapid Transit’s System Modernization program, DART Transform, Tam and her team collaborate closely with the transit agency to improve riders’ day-to-day experience.

May 29, 2025
Consultant Q&A: Data, Defining Success, and More with HNTB's Tam

As a licensed architect and certified planner, Vince Tam's experience centers on the design aspects of complex mixed-use development and transportation projects

Photo: HNTB

4 min to read


  • Tam holds the role of Customer Experience Lead in DART's System Modernization program, known as DART Transform.
  • She collaborates with the transit agency to enhance daily experiences for riders.
  • Her work focuses on improving the overall customer experience in public transit.

*Summarized by AI

Vince Tam, a sr. urban planner at HNTB, has been reimagining and improving transportation systems and the built environment for the past 14 years. 

As a licensed architect and certified planner, her experience centers on the design aspects of complex mixed-use development and transportation projects. She has led several international and domestic large-scale sports and entertainment projects and community revitalization plans. 

Ad Loading...

In her most recent role as the Customer Experience (CX) Lead for Dallas Area Rapid Transit’s System Modernization program, DART Transform, Tam and her team collaborate closely with the transit agency to improve riders’ day-to-day experience. 

Tam spoke to METRO about modernizing transit services, data, and much more.

Defining Success, Modernizing Services 

How do you define success in improving the customer experience and increasing ridership?

Success in improving the customer experience and increasing ridership starts with understanding current perceptions. Agencies can establish a baseline measurement through feedback mechanisms, such as surveys, to know how people are currently feeling when they are using different modes of transportation throughout their journey.

A key indicator is the improvement of experience noted in a continuous journey mapping effort. Once the baseline is established, an improvement strategy plan can be created and implemented. It is then essential to go back and measure the effectiveness of the CX initiatives. 

Another key indicator of success is ridership growth — attracting new riders and reengaging previous riders. When transit becomes the preferred choice of transportation rather than just a necessity, it signals a system that is reliable, convenient, and enjoyable. This shift reflects meaningful improvements that enhance the overall rider experience. 

Ad Loading...

What are the key factors transit agencies can consider when modernizing their services?

Modernizing transit services creates an opportunity to introduce new technologies into systems that can lead to safer, more efficient, and more enjoyable travel experiences for riders. 

Establishing clear communication and implementing strategies that minimize service disruptions are essential to ensuring a smooth transition during modernization efforts. These efforts help maintain rider trust while empowering employees to embrace new systems, participate in training, and effectively manage the operation and maintenance of modernized services.

Balancing the experience of employees and the experience of riders throughout the modernization process can lead to great success. This dual focus helps ensure a comprehensive approach to improving transit systems. Communicating the long-term benefits and addressing any concerns or misconceptions from agency employees, the public, or policymakers is essential. Focusing on maintaining staff satisfaction will positively influence the rider experience.

Successful modernization requires balancing innovation with system reliability, proactive communication, and investments in technology and people.

In her current position, Tam and her team collaborate closely with the transit agency to improve riders’ day-to-day experience. 

Photo: DART

How do you balance innovation with the realities of competing priorities and existing infrastructure?

Balancing innovation with budget constraints requires prioritizing cost-effective, high-impact solutions. 

Ad Loading...

Instead of focusing solely on large-scale infrastructure overhauls, transit agencies can improve service by identifying the places in the customer experience with the most immediate impact and targeting those areas first.

Incremental improvements — such as optimizing real-time passenger information systems, enhancing station amenities, or refining service scheduling — can offer significant benefits without requiring major capital investments. Another way agencies can innovate while managing costs is by leveraging data analytics to predict maintenance needs rather than react to breakdowns.

Phased technology implementation allows transit agencies to align upgrades with available funding. By rolling out improvements gradually and evaluating their effectiveness, agencies can ensure efficient resource allocation while maintaining system reliability.

Ultimately, focusing on innovative and scalable investments that enhance service quality is the key to balancing innovation with financial realities.

Leveraging Data

How does your approach to journey mapping leverage data analytics to improve the transit experience?

Journey mapping is a powerful tool that leverages data analytics to enhance the transit experience in these ways:

Ad Loading...
  • Identifying Pain Points: By analyzing real-time and historical data from GPS tracking, ticketing systems, and rider feedback, agencies can pinpoint bottlenecks, service gaps, and inefficiencies in the transit journey. This data-driven approach ensures improvements are focused on where they are most needed.

  • Pattern Recognition: Data analytics can reveal patterns in rider behavior and experience. For example, specific low points in the experience may be related to particular modes of transport, geographic areas, or demographic factors. Recognizing these patterns helps in developing targeted solutions.

  • Continuous Improvement: Journey mapping is not a one-time exercise. It involves periodically revisiting and mapping the journey to measure the effectiveness of improvement projects. This constant dialogue with customers ensures that the transit system evolves in response to their needs and feedback.

What data sources are most valuable for understanding and optimizing passenger journeys?

Analyzing fare and ticketing data helps transit agencies understand travel patterns and peak usage times. This information is crucial for optimizing schedules and resource allocation. Feedback like surveys provides direct insights into riders' experiences and preferences. This qualitative data helps identify gaps in the service and areas for improvement.

Engaging with focus groups, such as Citizen Advisory Councils, Paratransit Accessibility Advisory Groups, and other community organizations, provides a deeper understanding of specific needs and challenges faced by different rider groups. This engagement fosters a sense of ownership and trust in the transit system.

Security camera feeds can also identify patterns in passenger behavior, dwell times, and congestion points, leading to improved wayfinding or design improvements. This approach requires a balance with strong privacy policies and ethical considerations. 

Quick Answers

Tam serves as the Customer Experience Lead for the DART Transform program, focusing on enhancing the daily experience of transit riders.

*Summarized by AI

Ad Loading...
Subscribe to Our Newsletter

More Management

An aerial image of SMU/Mockingbird Station with text reading "Transit-Oriented Development. Your Questions, Explained."
Managementby Elora HaynesAugust 1, 2026

What Transit-Oriented Development Means for the Future of Public Transportation

Once viewed primarily as transit operators, agencies are now leveraging land, partnerships, and long-term planning to boost ridership, expand housing, and strengthen communities.

Read More →
A graphic with an image of railroad track in the background and text reading: "$22 Million for Transit Innovation, Updates to High-Speed Rail Rules."
Managementby Staff and News ReportsJuly 31, 2026

USDOT Announces $22 Million for Transit Innovation, Updates High-Speed Rail Rules

New federal transit funding will support safety, accessibility, and technology projects as updated rail regulations establish new noise standards for high-speed trains.

Read More →
A blue graphic with text reading "TCC Unveils Case Studies Ahead of Federal Funding Deadline."
Managementby Elora HaynesJuly 29, 2026

Transportation Construction Coalition Unveils Infrastructure Case Studies Ahead of Federal Funding Deadline

The coalition noted the next surface transportation bill should provide sustained investment in highways and public transit to strengthen freight movement, improve safety, and support economic growth.

Read More →
Ad Loading...
Fred Ferguson, President/CEO of the American Bus Association
Managementby Alex RomanJuly 29, 2026

People Movement: American Bus Association Extends Ferguson and More

METRO’s People Movement highlights the latest leadership changes, promotions, and personnel news across the public transit, motorcoach, and people mobility sectors.

Read More →
Driving Change: Award Winners Redefine Industry Standards
Technologyby Staff and News ReportsJuly 29, 2026

METRO Magazine Announces 2026 Innovative Solutions Awards Winners

Projects Recognized for Advancing Mobility Through Technology, Accessibility, Workforce Innovation, and Operational Excellence

Read More →
 An MBTA bus
Managementby StaffJuly 28, 2026

MBTA Rolls Out Pilot Programs to Cut Costs, Simplify Travel

Three new fare pilots — including unlimited two-hour transfers, reduced express bus fares, and free transit for eligible seniors — will launch this fall as Massachusetts extends popular commuter rail discounts through November.

Read More →
Ad Loading...
A public transit bus at a pedestrian crosswalk with text reading "Federal Transit Administration Makes $610 Million Available for Bus Projects."
Managementby StaffJuly 27, 2026

FTA Opens $610 Million Funding Opportunity for Bus Infrastructure Projects

The latest Notice of Funding Opportunity provides transit agencies with funding for bus facilities, fleet modernization, and low- and no-emission vehicles, with applications due September 21.

Read More →
A photo of an Amtrak train with a logo
Managementby Alex RomanJuly 24, 2026

Biz Briefs: STV teams with Amtrak, Motorcoach Operators Boost Fleet and Land Contracts, and More

From manufacturers and suppliers to transit agencies and motorcoach operators, these updates offer a snapshot of the projects, partnerships and business moves driving the industry forward.

Read More →
MBTA rail platform with people walking by.
Managementby Elora HaynesJuly 23, 2026

Massachusetts Approves $530M to Strengthen MBTA Operations, Infrastructure

The funding package targets operating stability, capital improvements, and fare affordability, offering a model for agencies navigating long-term funding challenges.

Read More →
Ad Loading...
LA Metro at State of the Agency event.
Managementby Alex RomanJuly 23, 2026

LA Metro Marks Banner Year, Sets Ambitious Goals for New Fiscal Year

Incoming LA Metro Board Chair and Los Angeles Mayor Karen Bass joined outgoing Board Chair Fernando Dutra and LA Metro CEO Stephanie Wiggins to review accomplishments from fiscal year 2026, which included the opening of new rail extensions, advancement of major transit projects, expanded safety programs, and new rider amenities.

Read More →