Adapting along the way
Islam knew the team would potentially run into obstacles and need to pivot as the project progressed — and that’s exactly what happened.
Originally, the National League of Cities sought for the students to use artificial intelligence to analyze public IRS data and identify neighborhoods where few people have received the EITC. But the team encountered problems with the data. The IRS data showed the number of people who received the credit but not the total number of eligible people, which was needed to understand how many people missed out on the benefit. 
“In order to use AI, you need a pretty complete data set, which is not what we had,” Zheng said.
The team decided to stray away from the idea, but they initially struggled to make the case for changing course to the National League of Cities. They sought Goranson’s advice, and after more clearly presenting their reasoning to the National League of Cities, the students moved forward with the marketing campaign and VITA site search tool. 
They did not abandon the original idea entirely: As part of their project deliverables, the team created guidelines on how the National League of Cities could eventually get the data needed to use AI.
This sort of pivot is common in the Policy Innovation Lab course, Goranson said.
“In this case, what the students ultimately identified was a number of different ways to help reach potential participants, which would lead to bigger impact, but ultimately wouldn't have been as obvious had the students not been so proactively learning about the problem by speaking to as many people as they could,” Goranson said.
Having to pivot was stressful, Islam said, especially because the team only had a few weeks to deliver a product to the National League of Cities. But even if the project had not worked out, Goranson said the students would have still learned valuable skills. 
“A lot of times, the real work can be messy. There's no clear set of instructions. It's not always clear what you're going to do, or who it's really for, and you have to do a lot of work to figure it out. At Heinz, there are a number of opportunities for students to put their skills to the test, figure out what works and learn a lot along the way,” he said.
The impact of Heinz College
This summer, Islam is interning at the Tax Policy Center, a think tank from the Urban Institute and Brookings Institution. She’s evaluating best practices for a statewide EITC uptake campaign in Maryland, led by the comptroller and backed by $300,000 in funding from Gov. Wes Moore. 
She said the EITC project at Heinz College, and the Policy Innovation Lab course as a whole, “is the whole reason that I managed to get this internship.”
The coursework at Heinz College emphasizes not only technical skills but also the ways those skills can be applied to serve the public, Islam said. The Project Innovation Lab course reflects that emphasis. “I feel like it gives value to our education and the work that we're doing, knowing that what we're doing is actually going to help people,” she said.
Zheng valued pursuing the EITC project with a diverse team. Some students had a technical background, while others were more research-oriented; some were first-years, others second-years. 
“It speaks to Heinz's interdisciplinary curriculum, which is really about bringing people with different backgrounds together and working together,” she said.