There’s a lot of talk about AI replacing people.

But for me, AI didn’t replace anything; it restored something.

I live with a chronic condition. Some days, I can think clearly. Some days, I can’t type more than a few words. My symptoms change moment to moment. Fatigue can hit like a wave. And like many who live with invisible illness, I spent years trying to force myself into systems that weren’t built for me.

The turning point came when I stopped asking,

“How can I keep up?”

and started asking,

“What if my day started with kindness?”

Now, each morning begins not with a checklist, but with a single image. Something beautiful. Intentional. Something I create using Midjourney or Napkin AI, based on how I feel or what I need to remember.

That image becomes the heart of a visual card in Milanote, a gentle map of my day. It includes space for breaks, quick wins, and, most importantly, a “flex time” block from 2:00 to 3:30 PM, when my body tends to crash.

This daily ritual, built with AI tools and self-awareness, helps me stay grounded without being rigid. It’s not a productivity system. It’s a sustainability system. One that allows me to contribute meaningfully, pace myself with grace, and adapt to a body that’s constantly changing.

This is what accommodation looks like.

It’s not about lowering standards. It’s about building scaffolding that respects your reality.

And sometimes, that scaffolding can be made of pixels, image prompts, and a voice-based note when typing feels impossible.

We don’t talk enough about what it means to be brilliant and exhausted. Ambitious and disabled. Creative and compromised. But AI, when used with intention, can offer more than convenience. It can offer dignity.

This blog isn’t just about tech. It’s about how we make our lives livable.

And this is mine.

About Dan

Dan Noyes operates at the critical intersection of healthcare AI strategy and patient advocacy. His perspective is uniquely shaped by over 25 years as a strategy executive and his personal journey as a chronic care patient.

As a Healthcare AI Strategy Consultant, he helps organizations navigate the complex challenges of AI adoption, ensuring technology serves clinical needs and enhances patient-centered care. Dan holds extensive AI certifications from Stanford, Wharton, and Google Cloud, grounding his strategic insights in deep technical knowledge.

The Accommodation Gap Is Bigger Than Most Employers Realize

What I built for myself — a flexible visual schedule, a built-in crash window, permission to move at the pace my body sets — is exactly the kind of accommodation that research says most people with chronic conditions never get. A landmark study following working-age adults found that somewhere between 47% and 58% of people whose health condition makes them sensitive to accommodation needs simply don't have one, despite saying it would help them stay employed. Maestas, Mullen & Rennane, Journal of Policy Analysis and Management That's not a fringe problem. The same research estimated roughly 22 to 23 percent of working-age adults fall into this accommodation-sensitive category. Unmet Need for Workplace Accommodation study And the payoff for closing that gap is measurable: workers who received accommodation for a health problem in 2014 were 13.2 percentage points — about 18.5% — more likely to still be working years later compared to similar workers who went without. Employment outcomes for accommodated vs. non-accommodated workers

I didn't wait for an employer or a clinic to design that scaffolding for me. I built it myself, with tools that cost less than a coffee subscription. That's worth sitting with if you lead a hospital or clinic: your own clinicians, nurses, and staff who live with chronic conditions are very likely doing the same quiet, unpaid labor of self-accommodation, on their own time, without anyone in HR ever knowing they needed it. Georgetown's Health Policy Institute notes that most workplace accommodations aren't expensive — more than half cost under $500, and 20% cost nothing at all. Georgetown Health Policy Institute on accommodation costs Flexible scheduling, structured breaks, and an accepting management climate show up again and again in the accommodation literature as low-cost, high-impact changes. Workplace accommodations for chronic conditions AI tools like the ones I use just make those low-cost accommodations easier to design and easier to stick to.

Why This Isn't Just a Workforce Issue — It's a Patient Communication Issue

The same accommodation logic applies to how we talk to patients, not just how we manage staff. A 2025 systematic review and meta-analysis in the Journal of Medical Internet Research pooled data from eight studies and over 2,500 patients with diabetes, hypertension, and rheumatoid arthritis, and found their average digital health literacy score (27.03 on the eHEALS scale, where 26 and above is considered “high”) looked reasonably strong overall — but varied significantly by condition, with rheumatoid arthritis patients scoring meaningfully lower and with much wider variance than diabetes or hypertension patients. Zaghloul et al., JMIR 2025, digital health literacy in chronic disease Averages hide the patients who are struggling. If your patient portal, AI chatbot, or discharge-instruction tool is designed for the median patient, you are quietly failing a meaningful subset of the chronically ill population you're trying to serve.

There's a parallel warning in the AI chronic-disease self-management literature: limited digital health literacy is repeatedly flagged as a barrier to adoption, especially among older adults and socioeconomically disadvantaged patients, and unequal access to smartphones and reliable internet compounds the problem. Artificial intelligence in chronic disease self-management, PMC The researchers point to culturally adapted training and low-cost or offline-capable tools as the fix — not abandoning AI, but designing it around the reality of the patient in front of you rather than an idealized one. Digital divide barriers in chronic disease AI tools That's the same principle behind my flex-time block: the tool has to bend to the person, not the other way around.

What Hospital Leaders and Clinicians Can Do With This

None of this requires a big capital investment. It requires treating accommodation — for patients and for your own chronically ill staff — as a design problem AI can help solve, not a compliance box to check after someone complains.

• Audit patient-facing AI tools (portals, chatbots, after-visit summaries) against a range of digital health literacy levels, not just the median patient, especially for conditions like rheumatoid arthritis where literacy scores vary widely JMIR digital health literacy review
• Offer low-cost, offline-friendly alternatives alongside AI-driven self-management tools so patients with limited connectivity or digital confidence aren't left out AI chronic disease self-management barriers
• Normalize flexible scheduling and structured recovery time for clinical staff managing chronic conditions — most effective accommodations cost little or nothing Georgetown accommodation cost data
• Ask staff directly whether they've built informal workarounds to manage their condition at work; the accommodation research suggests most people who need help never ask for it formally Unmet accommodation need research

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