Built inside
AlayaCare
We are a small team that spent years building AlayaCare itself. Now we work on the operator side, inside agencies, automating the work the platform can't see.
We don't just know the platform.
We helped build it.
Building the Platform
Our journey began in the core engineering labs of AlayaCare. We weren't just users; we were the architects building the logic that powers modern home care.
Innovation
Managing exponential growth and technical innovation, we successfully scaled the engineering and data teams from 15 to over 180 professionals while maintaining operational excellence.
Daya Labs is Born
Today, we operate independently. We know the platform from the inside, which means we skip the six months of discovery most consultants bill you for.
Core Values
“Collaboration and a commitment to get collectively better are two of the key characteristics that I look for. Not only are they accommodating, but their creativity and imagination have helped us find solutions that contribute to us being a best-in-class personal care provider.”
Take Ownership
We don't wait for instructions. We identify inefficiencies and act with a founder's mindset on behalf of our clients.
Execute with Precision
In healthcare, the last percent matters. Our workflows are built for compliance from day one. Every automated action is logged with who, what, and when.
Lead with Courage and Empathy
We speak the hard truths needed for growth, while never losing sight of the human caregivers at the heart of the platform.
Improve Relentlessly
The AlayaCare ecosystem is constantly evolving. We stay ahead of the curve, refining our methodologies daily.
Your fractional CTO team for AlayaCare
We act as an extension of your leadership. Think of us as the technical architects you always wished you had, available on demand to navigate complex API integrations, operational overhauls, and long-term scaling strategy.
Why agencies
choose Daya Labs
Other teams learn your operations as they go. We come in with patterns already proven inside the platform’s core.
Built inside AlayaCare
Our architects were part of the foundational build teams. We built parts of that logic ourselves.
Operations-first approach
We don't solve for IT; we solve for clinical workflows. Every configuration is designed to reduce practitioner friction.
Continuous monitoring
Our partnership doesn't end at deployment. We actively monitor system health to prevent data decay and workflow drift.
No internal IT required
We act as your Fractional Platform Architects, removing the burden of technical management from your clinical leaders.
We work best with agencies from a few hundred to over 5,000 employees, most of them on AlayaCare, with real operational complexity but no large internal technical team. If you have a big in-house IT department, we are probably not your partner, and we will tell you that on the first call.
“Working with Daya Labs has been an exceptional experience. They consistently go above and beyond to meet our needs, demonstrating both tactical expertise and a deep understanding of our requirements.”
Kaila Raimundo
Head of US Markets, AlayaCare
THE FOUNDERS

Jonathan Vallee
Partner & Co-Founder
A leader in AI and optimization, Jonathan holds multiple machine learning patents. He previously led engineering teams of 180+ as VP of Engineering and Data at AlayaCare. With over two decades of experience in healthcare and retail, he brings a deep, strategic perspective to complex data challenges. Now, he focuses on AI solutions and mentoring technical teams.
Marc-Andre Choquette
Partner & Co-Founder
With a decade in software, Marc-Andre evolved from developer to technical leader, revitalizing systems and designing dependable products. His entrepreneurial roots and hands-on experience in business allow him to solve complex problems with agility. Beyond technical advising, he is a dedicated mentor.
Talk to the people who will do the work
Want to see what your AlayaCare instance can do with a technical team behind it?