i.
Technology
Autonomous Care OS®
The technology layer. Productized as CareBravo, the AI-native platform that runs the operational backbone of care delivery for providers across the United States. The registered Autonomous Care OS®.
The operating system for the care economy.
Care, like commerce, runs on infrastructure. We're building it.
The Care Economy
The largest economic transition of the next thirty years.
Care is becoming the largest economic transition of the next thirty years. Aging populations are growing faster than the systems built to serve them, in nearly every developed economy and most emerging ones. The numbers are not in doubt. The economic and human consequences are not in doubt.
The current operating model of care is in structural failure. Provider margins are collapsing. Caregivers are leaving the workforce faster than they can be replaced. Public budgets cannot keep pace with demand. Families are stretched. The people delivering care and the people funding it both know the current model cannot continue.
This is not a problem that better software solves.
It is a problem that requires rebuilding the substrate care runs on.
What Care OS Is
A unified substrate of software, autonomous agents, human expertise, and care-specific intelligence.
Care OS™ absorbs the operational complexity of running a care business — and lets care providers focus on what only they can do: care for the people they serve.
It is not a dashboard. It is not a workflow tool. It is the layer beneath the work, doing the work.
We believe that care, like commerce or payments or computation, has an underlying substrate that can be productized and made invisible. Once that substrate exists, the unit economics of care change permanently, and the largest economic sector of the next thirty years becomes sustainable.
The Architecture
Four legs. One substrate.
Care OS™ has four integrated parts. Each is a distinct layer of the substrate. Together, they form the operating system the care economy runs on.
ii.
Services
Careonomy
The AI-enabled managed services layer. Software alone cannot make a back office disappear. Careonomy is the layer that does the work the platform orchestrates — agents and humans operating in deliberate collaboration. Substrate, not tool.
iii.
Category
Karavista
The media, narrative, and category layer. A new operating model for an old industry requires new language, new education, and a new public consciousness. Karavista builds the category Care OS™ operates inside.
iv.
Intelligence
Panacium
The intelligence layer. The care intelligence layer, stewarded transparently by Caryfy AI. Panacium is built on and forked from Apertus, the open-source Swiss large language model from EPFL and ETH Zürich, fine-tuned for care and designed to run on-device and at the edge — where care actually happens.
The Governing Principle
Digital subsidiarity.
Care is the most intimate human work. The decisions that shape it should reside as close as possible to the people doing it and the people receiving it.
Subsidiarity is an old principle: capabilities should reside at the lowest competent level of a system. The household before the village. The village before the state. We've applied it to AI in care.
Inference runs at the edge first. On the device, in the home, in the community. Not in a distant cloud. The model lives where the work happens.
Authority lives in the system, not in the bottleneck. Decisions are governed by structured rules established up front, not by humans rubber-stamping every action. Humans are present where their judgment is most valuable — in exception, in escalation, in accountability — not in the loop on every routine step.
Sovereignty is preserved. The intelligence that runs care should not depend on continuous connectivity to foreign cloud providers. A care economy whose substrate it does not control is a care economy that has surrendered its agency over its most intimate work. Subsidiarity, applied to AI, is what protects that agency.
This is not a privacy preference. It is not a cost optimization. It is a governance principle that determines what kind of care economy we build.
The Mission
Making care sustainable.
The current model is failing on six dimensions at once: provider economics, workforce, operations, regulatory burden, human wellbeing, and demographic pressure. Five of those are problems Care OS™ can solve. The sixth — demographic pressure — is the reason it has to.
Five problems we can solve. One reason we have to.
Where the Work Is Being Recognized
Featured in Geneva.
Care OS™ is being built deliberately, and deliberately in the open at the level of thesis. In 2026, the substrate is being featured as a case study at the United Nations' flagship AI summit:
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AI for Good Global Summit
The United Nations' flagship AI summit, organized by the International Telecommunication Union. Care OS™ is being presented as substrate-grade infrastructure for SDG 3 (Good Health and Wellbeing) and SDG 8 (Decent Work and Economic Growth), with digital subsidiarity introduced as the governing principle for AI in the care economy.
The Architect
Anand Chaturvedi.
Care OS™ is being built under the direction of Anand Chaturvedi, a system architect whose work spans technology, service delivery, intelligence stewardship, and the construction of the language a new category requires.
Based between Switzerland and the United States, with Caryfy Sàrl operating from Biopôle Epalinges and Caryfy Inc. operating across multiple US states. His public body of work — the Defending Care podcast, The Care Manifesto, his column in Carepreneur, his essays at anandchaturvedi.com — articulates the thesis, the operating philosophy, and the architectural choices behind the substrate.
The Work, In Public
Built deliberately in public at the level of thesis.
The detail of how Care OS™ is operated is shared selectively. The thesis is shared openly through Anand's body of work.
Defending Care
The podcast where Anand breaks down the core ideas behind Care OS™ for both the people running care businesses today and the people thinking about the future of the care economy. Listen
The Care Manifesto
The foundational articulation of why care must be reimagined as infrastructure. Read
Carepreneur
The column and publication for the modern care entrepreneur, where the thesis meets the operating reality of running a care business. Subscribe
Connect
The thesis lives here, in public.
Care OS™ is operating in production today across more than 100 care organizations in the United States and Europe, with global expansion underway and a Swiss-based intelligence project advancing the substrate's intelligence layer on open, sovereign foundations.
The operational architecture — how the substrate is actually constructed — is shared selectively with partners, capital, and policy collaborators working on the same problem.
If you are one of them, we'd like to know.