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What We Can Build · BGM-B3

Summary: The Agent at Your Kitchen Table

Administrative Burden, Representation, and the AI That Works for You

By Syam Adusumilli · 2 min read
Executive Summary Read the full article.

Doris ran a school district for eleven years. She is 73 and not confused about anything. On her kitchen table: a Medicare Summary Notice she cannot parse, a property tax bill she suspects has an exemption, a $340 prescription that may have a manufacturer discount she has never located, and a pension letter requiring a response by a date that passed eleven days ago. She will spend four hours on hold this week and resolve two of these four things. Doris is not failing. The task is impossible.

The average older adult interacts with fifty to one hundred distinct administrative systems per year. The class dimension is not incidental: wealthy people have accountants and advisors; poor people face the most paperwork of all, because every benefit program is a separate bureaucracy. Administrative burden functions as a tool of exclusion, whether by design or by indifference.

Another app is not the answer, because every app is another system requiring setup and deliberate engagement. What would actually help is proactive representation: a system that perceives gaps without being asked, that notices the appeal window before it closes, that identifies the manufacturer assistance program. This matters because the other side of the table already has it. Every industry touching older adults deploys AI optimizing for institutional interests. The individual equivalent does not exist at scale.

Three phone numbers already help with what is on Doris’s table. The Eldercare Locator (1-800-677-1116) connects to your local Area Agency on Aging, which provides benefits counseling, care coordination, and connections to local services. Your State Health Insurance Assistance Program (shiphelp.org) offers free, unbiased Medicare help. And 211, the social services helpline, navigates local assistance programs.

Doris made two calls on Thursday. SHIP found $1,800 in annual savings. The property tax office confirmed a $600 exemption. The pharmacist knew the manufacturer discount; her prescription will cost $35 next month. Three calls. Ninety minutes. Roughly $2,400 in annual savings she would not have found without knowing to ask.