Patient Research Agent
A Research Agent That Has Read the Chart.
Before the visit, ask anything about the case: root-cause hypotheses, interactions, what the current evidence says. Meelio answers with the patient's full history as context, searches the web when you want it to, and cites its sources so you can check every claim.
Two Kinds of Receipts
Grounded in the Chart. Backed by the Literature.
A general chatbot answers from averages. Meelio answers from this patient: the labs, the history, the protocols already tried. Turn on web search and it checks current evidence too, showing its sources so you can verify the work.
It reads, reasons, and cites. You decide. Research support for your clinical judgment, never a substitute for it.
Ferritin is stuck in the 40s after six months of supplementation. What am I missing, and what does the literature say?
Two things in her chart are worth checking first: her celiac history raises absorption questions, and there's no recent celiac panel on file. On dosing, recent trial evidence supports alternate-day iron over daily dosing for absorption. Sources below.
From the chart
From the literature
On Every Patient Profile
One Click Into the Hard Questions
The questions you ask about every complex case are one click on the patient profile: timeline and root-cause drivers, protocol reasoning, red flags, structured extraction. And behind every answer sits a research toolkit:
The full chart
History, labs, intake, notes, and uploaded documents, all in context
Web search, cited
Current guidelines, studies, and interaction data, every claim linked to its source
Extended thinking
A deeper reasoning pass for the genuinely hard cases
One click, whole chart as context
Frequently Asked Questions
Three ways. Meelio has the patient's full chart as context, so answers are about this case, not a generic average. Every answer carries citations, from the chart and from the literature, so you can check its work. And it runs inside a HIPAA compliant platform with a signed BAA, where patient data is never used for AI training.

Built for Privacy. Designed
for Compliance.
Meelio is built to meet the highest data protection standards in the US, UK, and EU.
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