Case Study
Dec ’25 · 8 weeks
THE PROBLEM
Not because they don't care.
Symptoms shift. New pains replace old ones. Worries blur together.
And when the appointment finally happens, the mind goes blank.
This is emotional overload, what Lisa Feldman Barrett describes as the cognitive labor of constructing emotion from raw sensation, especially when the body refuses to speak in straight lines.
INSIGHTS
that shift location or intensity before they can be fully understood.
as flare-ups come and go, leaving gaps impossible to articulate later.
where anxiety builds faster than answers.
that never feel "medical enough" to express what the body is doing.
Traditional symptom trackers ignore this emotional reality. Healthcare systems don't have space for it. And yet this is the experience of illness.
EXPLORATION
All your medical records in one place
A unified space to stay connected with every provider
Simple tools to track your health and prepare for appointments
THE SOLUTION
The structural layer
Calm, organized, legible. Your entire medical world in one place.
The emotional-thinking layer
Not a diagnosis tool, but a space to build clarity over time.
BACKGROUND
I built this system because I have lived through the emotional friction it aims to resolve.
When navigating tailbone pain symptoms, I spent weeks trying to interpret sensations that never stayed consistent. I searched for language, for reassurance, for patterns. And more than once, I opened an AI chat, not for diagnosis but for clarity.
That emotional gap, between living through a sensation and being able to explain it, is where CareSync AI was born.
FRAMEWORK
Pain as an orientation that reshapes attention and rearranges one's relationship to the world. Symptoms reorder a person's emotional landscape.
The concept of mismatch: medical systems expect linearity while patient experience is fluid, contradictory, and subjective.
Three levels of emotional design: Visceral (calm visuals), Behavioral (simple flows), Reflective (meaningful summaries).
Ahmed shaped the emotion, Holmes the structure and Norman the feel, together forming the backbone of CareSync.
RESEARCH
I ran a cognitive walkthrough with someone diagnosed with PCOS, stepping through each lo-fi screen together. Their reactions revealed key emotional gaps.
Feels like a formal system rather than a supportive space.
Too many choices before understanding the purpose.
User wants to recall past sensations quickly but UI doesn't foreground them yet.
Sharing uncertain sensations needs reassurance and clarity of purpose.
Any ambiguity around what AI does or doesn't do risks emotional withdrawal.
DESIGN
Intuitive interactions that calm cognitive load. Each icon feels immediately recognizable.
Surface the most important information right away. Essential details visible so users don't have to search when feeling unwell.
Flexible ways to track symptoms: return to existing journals or start new ones based on what feels relevant.
Grounding prompts help users ease into describing what they feel. Flexible inputs, automatic organization.
Users control how they manage tests: reschedule, check pending results or review past reports.
Booking and messaging in one place. Switch physicians, find specialists, view alternative availability.
PROTOTYPE
Test navigation, journaling flows, AI summaries, and appointment tools.
TAKEAWAYS
Users struggled because information felt scattered, not missing. Surfacing essentials lowered cognitive load.
Flexible pathways respect the natural variability of real health experiences.
"Is this private?" "Where do I start?" These moments shaped calmer visuals and softer prompts.
Clear disclaimers and visible toggles helped the system feel honest and safe.
Scattered sensations transformed into something organized creates emotional grounding.
Immediate recognizability makes the system usable even on difficult symptom days.
One ecosystem reduces emotional labor more than any single feature. Users need an integrated flow: symptoms → summaries → documents → appointments → providers.
