Lumiio

Lumiio Lumiio specializes in real-world data collection services that drive health outcomes. Formerly Dataffinity Health.

Most AI systems treat governance as a compliance exercise. Something you document, tick off, and move on from. We're bui...
04/15/2026

Most AI systems treat governance as a compliance exercise. Something you document, tick off, and move on from.

We're building things differently.

At Lumiio, governance, transparency, and patient agency are not boxes to check, they are design requirements. Because in rare disease, where communities are small, trust is hard won, and participation is everything, an AI system that does not put patients at the centre will not work. Not ethically, and not practically.

Mel Hayes and Dr. Lawrence Korngut from our team have written about exactly this. What patient-governed AI actually looks like. Why trust is the infrastructure, not a feature. And what it means to build a system where patients are genuine partners in how their data is used.

If you work in rare disease, health AI, or patient advocacy, this one is worth your time.

Read it here: https://www.lumiio.com/news-research/patient-governed-ai-the-trust-infrastructure-rare-disease-will-need-next/

International FOP Association (IFOPA) Inflamed Brain Alliance MitoCanada FSHD Society

By Mel Hayes and Dr. Lawrence Korngut. With contributions from Victoria Hodgkinson, PhD, Blaine Penny, and Ken Kahtava. What This Article Argues In rare disease, the biggest risk in AI is not that it will have a lack of data to provide insights β€” it is whether those insights can be trusted. As AI ...

Today is  . πŸ¦“300 million people worldwide live with a  . Yet for most of them, the journey to diagnosis takes years, som...
02/28/2026

Today is . πŸ¦“

300 million people worldwide live with a . Yet for most of them, the journey to diagnosis takes years, sometimes decades. And for many, a treatment never comes.

We want to pause and recognize the organizations that refuse to accept that reality - the patient advocacy groups, rare disease foundations, researchers, and caregivers who show up every single day for communities that are too often invisible to the broader healthcare system. You are the reason progress happens.

At Lumiio, we believe that rare shouldn't mean forgotten, and we believe technology, data, AI and community have a real role to play in changing that. From cutting through diagnostic odysseys to connecting patients with the right support faster than ever before, the potential is enormous, but so is the responsibility to get it right.

So we want to hear from you:

πŸ‘‰ Where do you think AI could make the biggest near-term difference in rare diseases - shortening time to diagnosis, improving care coordination, accelerating research and clinical trials, or expanding patient support - and why?

Drop your thoughts in the comments. Every perspective matters, and it's exactly what drives us.

Inflamed Brain Alliance MitoCanada ALS Canada FSHD Society International FOP Association (IFOPA)

πŸ“£ Final part of our 5-week engagement series: The framework that makes everything else sustainable.We've covered persona...
12/10/2025

πŸ“£ Final part of our 5-week engagement series: The framework that makes everything else sustainable.

We've covered personalization, voice amplification, recognition, and care navigation. Now here's what ties it all together: two-way value exchange.

Traditional patient data programs ask for contribution after contribution - surveys, assessments, health histories - with little in return. That's why engagement drops off. That's why members disappear.

The alternative? Every interaction gives as much as it takes.

A member completes a health assessment and immediately receives customized educational content about their specific symptoms. They share their location and instantly see nearby specialists recommended by others in their community. They participate in a poll about research priorities and get updates when those priorities influence funding decisions.

Each interaction creates a feedback loop of value that encourages ongoing participation.

What makes this sustainable:
β†’ Immediate reciprocity - contributions trigger personalized recommendations and resources
β†’ Connected data flow - information shared once is used intelligently across all features
β†’ Visible impact tracking - members see how their participation advances community goals
β†’ Continuous value loops - each positive interaction builds momentum for the next

When value flows in both directions, passive audiences transform into active communities. Engagement becomes self-sustaining rather than effortful.

This is how these five strategies work together to create lasting community impact. Did we miss one? Share with us in the comments. We’d love to hear your thoughts!

Want to explore how this could work for your organization? Reach out to our team to learn more at [email protected]

πŸ“£ Part 4 of our 5-week series: Making community knowledge accessible when patients need it most.So far we've explored pe...
12/03/2025

πŸ“£ Part 4 of our 5-week series: Making community knowledge accessible when patients need it most.

So far we've explored personalization, voice amplification, and recognition. This week tackles the question that keeps patients up at night: "Where do I find a doctor who actually understands my condition?"

The current reality? Patients spend months searching for knowledgeable specialists or endure appointments with providers unfamiliar with their condition.

Here's what changes when you tap into community wisdom: Interactive map-based tools allow members to locate providers who specialize in their condition. Community members add providers they've seen, rate their experience, and share detailed recommendations.

Individual searches become collective knowledge. Months of frustration become a few clicks to find expert care.

Key features that make this work:
β†’ Interactive map showing providers with condition-specific expertise
β†’ Patient recommendations and reviews from community members
β†’ Filter by location, specialty, and treatment approach
β†’ Community-contributed provider profiles and ratings

Your community already knows where the expert care is. The question is how to make that knowledge accessible.

Want to explore how this could work for your organization? Reach out to our team to learn more at [email protected]

πŸ“£ Part 3 of our 5-week engagement series: The power of recognition.We've covered personalization and amplifying patient ...
11/26/2025

πŸ“£ Part 3 of our 5-week engagement series: The power of recognition.

We've covered personalization and amplifying patient voice. This week: why acknowledging contributions matters more than you think.

Completing health assessments, sharing personal stories, participating in research - this work is emotionally significant. Yet we often treat these contributions as routine administrative tasks.

What changes when we acknowledge them? Everything.

Members earn "Community Champion" badges for completing health assessments, sharing their story, or participating in research surveys. Organizations celebrate community milestones together, creating visible momentum.

What makes this effective:
β†’ Achievement badges for completing assessments or educational modules
β†’ Recognition for consistent engagement
β†’ Community impact dashboards showing collective contributions

This is about validation. When people see their effort acknowledged and connected to larger community goals, participation stops feeling like obligation.

The psychological principle is simple: positive reinforcement works. The implementation just needs to be authentic and meaningful.

Want to explore how this could work for your organization? Reach out to our team to learn more at [email protected]

And just like that, we are well on our way into Q4!This week, we gathered for our quarterly town hall - a moment to paus...
11/21/2025

And just like that, we are well on our way into Q4!

This week, we gathered for our quarterly town hall - a moment to pause, reflect, and celebrate our wins, both big and small.

Looking around, it's incredible to see how much we've grown - not just in headcount, but in the depth of our expertise, the strength of our products, and the impact we're making together.

We also celebrated the end of year with a delicious meal at our holiday party! As a hybrid team, having (almost) everyone in person is something truly special. There's an energy that comes from being in the same room, sharing stories, and reconnecting face-to-face. These moments remind us that the best part of what we do is who we get to do it with.

As we head into the final stretch of the year, we're energized, aligned, and ready to finish strong. πŸ™Œ

πŸ“£ Part 2 of our 5-week engagement series: Moving from listening to actually hearing your community.Last week we covered ...
11/19/2025

πŸ“£ Part 2 of our 5-week engagement series: Moving from listening to actually hearing your community.

Last week we covered why personalization matters. This week: giving patients real decision-making power.

Too often, patients complete surveys and share feedback... then never see how it influenced anything. They become data sources instead of decision-makers.

Digital platforms can transform this dynamic. Community polling features allow organizations to quickly gather member perspectives on pressing issues, and then act on them in real time.

An advocacy organization asks members which research questions matter most, and those priorities directly inform their next funding decisions. Members vote on educational topics for upcoming webinars, review draft policy positions, or weigh in on new program ideas.

When patients see their input shaping real decisions - not just being collected and filed away - engagement shifts from obligation to ownership.

This works because of:
β†’ Quick pulse surveys on timely topics
β†’ Priority voting for research or program focus areas
β†’ Real-time results and transparent decision-making
β†’ Feedback loops showing how community input influenced outcomes

The difference between asking for input and actually using it? Everything.

Want to explore how this could work for your organization? Reach out to our team to learn more at [email protected]

November is National Family Caregivers Month - a time to recognize the people who do more than just coordinate care, and...
11/14/2025

November is National Family Caregivers Month - a time to recognize the people who do more than just coordinate care, and who advocate tirelessly for their loved ones.

Caregivers aren't just helpers. They're essential partners in healthcare - spouses, parents, adult children, and friends who navigate complex systems alongside patients with chronic illnesses or rare diseases.

Here's how digital tools can better support caregivers:

🀝 Design for the partnership, not just the patient. Make proxy and shared access easy, safe, and patient-controlled in portals and apps. Many caregivers still resort to logging in with the patient's credentials - a privacy risk that confuses clinical communication. Clear roles and permissions reduce errors and build trust.

πŸ’‘ Turn touch-points into practical help. Offer simple tools where people already are: quick-reference questions for appointments, discharge checklists, and clear handoff guides. Small workflow supports compound when they're embedded in daily routines, and research shows patient-and-family engagement improves quality and safety outcomes.

πŸ—£οΈ Plan for caregiver communications explicitly. Caregivers drive much of the coordination through portals and messaging. Label caregiver threads, set clear response expectations, and ensure questions don't disappear. When care-partner engagement is supported by clear processes, it strengthens coordination and self-management.

The bottom line: When digital tools treat caregivers as true co-pilots - with real access, practical supports, and clear communication - families navigate care more effectively, and communities generate stronger insights to shape research and services.

πŸ“£ We’re starting a 5-week series on patient community engagement This week’s focus: The personalization problem.Here's w...
11/12/2025

πŸ“£ We’re starting a 5-week series on patient community engagement

This week’s focus: The personalization problem.

Here's what's happening in too many patient communities - newly diagnosed patients get buried in advanced content while long-term members scroll past beginner resources. Generic information overwhelms everyone and helps no one.

The shift? Deliver targeted content based on each patient's specific journey stage, diagnosis details, or expressed interests 🎯

A caregiver gets tailored reminders and resources matched to their child's diagnosis. Newly diagnosed patients automatically receive stage-appropriate educational content. Long-term members get updates on emerging research or clinical trial opportunities.

This isn't just about being helpful, it's about making members feel seen. When people receive relevant resources at the right time, engagement becomes natural rather than forced.

Key features that make this work:

β†’ Targeted educational resources triggered by diagnosis date or treatment stage
β†’ Preference-based content filtering
β†’ Automated milestone communications

Personalization transforms information that sits unread into resources that change someone's experience.

Want to explore how this could work for your organization? Reach out to our team to learn more at [email protected]

Celebrating One Year of BetterLife FSHD ! One year ago, we launched the BetterLife Platform in partnership with the . Th...
08/29/2025

Celebrating One Year of BetterLife FSHD !

One year ago, we launched the BetterLife Platform in partnership with the . This patient-powered platform was built to give individuals and families affected by Facioscapulohumeral Muscular Dystrophy (FSHD) a space to share their stories, track their health, and drive research forward. Since launching in 2024, the FSHD community has brought that vision to life with:

β€’ Nearly 600 participants across 46 states

β€’ Over 3,800 surveys completed

β€’ A growing body of patient-reported data that is transforming understanding of FSHD

β€œIt’s been exciting to build BetterLife with Lumiio and see this unique platform for the FSHD community become a trusted resource. Over the last year, feedback has been overwhelmingly positive, and users have told us that BetterLife is a valuable tool that they can rely on. We’re eager to see how the Research Gateway will build on this foundation to drive research forward.” - Hill, Strategic Director of the FSHD Society

This past year we also introduced the BetterLife FSHD Research Gateway, a tool that provides researchers, industry, and advocacy partners with secure access to updated, real-world patient data. By unlocking insights into health, function, and lived experience, the Gateway is helping to further accelerate trial design, care innovation, and scientific discovery.

These milestones come amid accelerating momentum in FSHD research, with promising therapies moving rapidly through trials and stronger global collaboration. The voices and experiences shared through BetterLife are fueling this progress, and together we’ll continue expanding access, empowering patients, and driving impact across research, care, and community

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