Financial Aid Offices Grapple With AI-Generated Appeals

Financial aid administrators are encountering a new challenge in their workflow: appeal letters that appear to be generated by ChatGPT and similar AI tools, according to a survey by the National Association of Student Financial Aid Administrators.

The issue centers on professional judgment appeals—requests that federal law requires institutions to accept when students experience changed circumstances like job loss or medical expenses. While these appeals have always been part of the financial aid process, AI-generated versions are creating friction because they "lack the specificity, personal context, and genuine situational detail that staff rely on to make professional judgment decisions," NASFAA's April survey found.

The double-edged sword

For families navigating complex financial aid packages, AI tools offer an accessible way to understand the process and draft formal requests. Jeff Schiffman, senior strategic leader for EAB's enrollment management platform, noted that many families—especially those without college experience—find comfort in using a neutral third party to compare aid packages and formulate appeals.

But the generic language produced by these tools creates problems on the receiving end. Robert Piechota, executive director of financial aid at the College of Saint Benedict and Saint John's University in Minnesota, said AI-written letters require "significantly more back-and-forth with families" to determine eligibility. He's also noticed that these letters are more likely to be speculative—asking for additional funding without citing concrete reasons like income loss.

"You could just tell by some of the AI letters, they're probably just sending it to every school that [they were admitted to] and seeing who … just by getting that, is maybe going to just throw some additional funding at them," Piechota told Inside Higher Ed.

Portal requirements help

The impact varies depending on institutional processes. Charles Harper, director of financial aid at Belmont University in Tennessee, said his office hasn't been significantly burdened because the school requires appeals through a secure portal with specific questions and document uploads—even if the narrative portion appears AI-generated.

Why it matters

This trend illustrates a broader tension as AI tools become embedded in high-stakes processes. Financial aid offices operate with limited staff and tight timelines, particularly during peak enrollment periods. When AI-generated appeals create additional rounds of clarification requests, they consume resources that could otherwise serve students with urgent, legitimate needs. The situation also raises questions about equity: students who understand the system well enough to provide detailed, specific appeals may gain an advantage over those relying on generic AI output.

Less effective outcomes

An experiment by College Aid Pro consultant Kevin Murphy demonstrated the limitations of AI-generated appeals. When he asked ChatGPT to create a letter for a family whose income had dropped by three-quarters, the result was adequate but generic. Murphy's manually crafted letter, which incorporated details about FAFSA errors, new debts, and siblings' educational expenses, secured tens of thousands more in aid, including a $40,000 need-based scholarship.

"Is it terrible? No. Is it going to get them a huge grant increase? No," Murphy said of the ChatGPT version.

While Piechota has noticed an increase in appeals at his institution, he attributed it to reduced state aid in Minnesota rather than AI adoption. NASFAA's Jill Desjean, director of policy analysis, said the organization hasn't heard widespread reports of increased appeal volume.

These details were first reported by Inside Higher Ed.