A
Weeks 1–2 · Assess
Quantify the leak.
Deep analysis of where operational time and money leak across scheduling, documentation, billing, compliance, and caregiver management. You'll know exactly what fixing each problem is worth.
The Operating-Partnership Layer of Care OS™
Demand isn't the problem. Operations are.
Careonomy doesn't sell you software to run your home care agency. We run the operation — through Care OS™ substrate, an AI agent fleet, and a certified Care Business Advisor® — and deliver the outcomes you'd otherwise have to build a back office to achieve.
The 2026 Operating Reality
Five structural conditions every HCBS operator is living through.
These aren't projections. They're the conditions on the ground for home- and community-based care providers in 2026 — verified by the industry's own benchmark sources.
5–8%
Net margins HCBS providers operate on. A single bad month wipes out a quarter's profit.
ShiftCare, May 2026
77–80%
Industry-wide caregiver turnover. 70% of new hires quit within their first 100 days.
Activated Insights / Engine Hire, 2026
14 hrs
Per week spent on manual data reconciliation when an agency runs three or more disconnected tools.
Home Care Technology Association
−1.3%
CMS-finalized aggregate reduction in Medicare home health payments for CY2026. Tightening continues.
CMS, October 2025
"Demand isn't the problem. Operations are."
— Homecare Homebase, State of Home-Based Care in 2026, January 2026
Why Better Software Isn't the Answer
You're not understaffed. You're under-substrated.
The home-care industry has spent two decades buying better software. Margins compressed. Turnover worsened. Compliance burden grew. The pattern is clear: vertical SaaS sells you tools and asks you to operate them yourself. Adding a better tool doesn't fix an operating model that requires the owner to operate it.
The agencies that are stabilizing margins, retaining caregivers, and growing capacity in 2026 are the ones that have stopped buying tools and started buying operations. Not consultants. Not staff augmentation. The actual back-office work — done by a substrate of software, autonomous agents, and dedicated human expertise that operates as one system, owned by Careonomy.
This is Work as Services. It's the architectural shift that's reshaping enterprise AI in 2026 at horizontal scale. Careonomy is the vertical execution of the same pattern, purpose-built for the operating reality of HCBS.
Validators
$5.5 billion in 18 days, in our category.
In May 2026, the world's leading AI labs and private capital firms collectively committed more than five billion dollars to a single thesis: the frontier-model layer is vertically integrating into the implementation layer. Software alone doesn't deliver outcomes. The substrate and the humans who operate it, working as one — that does.
May 4, 2026 · San Francisco
Anthropic + Blackstone + Hellman & Friedman + Goldman Sachs
A $1.5B AI-native enterprise services firm to embed Claude directly into the core business operations of mid-sized companies. Backed by General Atlantic, Leonard Green, Apollo, GIC, Sequoia. Fortune: "Anthropic takes shot at consulting industry."
May 11, 2026 · San Francisco
OpenAI Deployment Company
A $4B-funded, $10B-valued, 19-firm consortium-backed deployment subsidiary using the Palantir Forward Deployed Engineer model. Backed by TPG, Goldman Sachs, SoftBank, Bain Capital, Brookfield, Warburg Pincus — and named consulting partners Bain & Company, McKinsey, Capgemini.
Both ventures are horizontal — designed to work across any industry. They validate the pattern Careonomy executes vertically: Care OS™ substrate plus AI agents plus dedicated humans, purpose-built for one industry, deeply. That industry is home- and community-based care.
We're not a horizontal AI consultancy. We're the operating partner built for HCBS.
The Methodology
The 4A Framework™. Twelve weeks. Four phases.
The 4A Framework™ is the diagnostic-and-activation methodology that delivers Careonomy. It is sequential, time-bounded, and outcome-anchored — and it is delivered by a certified Care Business Advisor® working alongside the Care OS™ agent fleet that will eventually run the operation.
A
Weeks 3–4 · Align
Build the roadmap.
Priority improvements, success metrics, and the consolidation plan that takes your operation from fragmented systems to substrate-grade execution on Care OS™.
A
Weeks 5–8 · Activate
Run the migration.
Hands-on implementation. Data migration, training, new workflows — owned and executed by your Care Business Advisor® and the agent fleet, not handed back to you as a document.
A
Weeks 9–12 · Accelerate
Unlock growth.
Optimization and scale. Growth opportunities, advanced automation, and strategic initiatives that weren't possible in your previous operational state.
Who Careonomy Is For
Mid-market HCBS operators ready to stop running a back office.
Careonomy isn't for every agency. It's for operators who have already outgrown the assumption that better software alone will fix the gap between what their operation can deliver and what the market is demanding of them.
- Multi-program HCBS agencies with 50+ caregivers. Where operational complexity has compounded beyond what an owner-operator and a back-office team can manage without proportional headcount growth.
- Multi-state operators navigating EVV, Medicaid waiver, and audit regimes. Where every jurisdictional difference is currently absorbed by your team's calendar and cognitive load.
- PE-backed or institutionally-capitalized HCBS platforms. Where investor expectations require sub-linear cost scaling and the current SaaS-and-staffing model can't deliver it.
- Founders who've decided they don't want to be COOs. Where the operator's highest-value time is strategy, growth, payer relationships, and clinical leadership — not running operations.
If any of these describe your operation, the 4A Framework™ is the next conversation.
The Commitment
Outcome Assurance™.
Software vendors charge you for tools. Consultants charge you for hours. Staffing firms charge you for bodies. None of those charge for the outcome you actually needed.
Careonomy engages on outcomes: hours reclaimed, denial rates reduced, retention improved, capacity unlocked. The engagement is scoped against measurable targets up front and structured so that our success and yours align.
This is the structural difference between Work as Services and everything that came before it. You're not buying a tool. You're not buying a body. You're buying the outcome.
In Context
The operating-partnership layer of Care OS™.
Care OS™ is the operating system for the care economy, built by Caryfy AI. It has four integrated layers: CareBravo (the technology product — Autonomous Care OS®), Careonomy (the AI-enabled managed services that operate the substrate), Karavista (the category and publishing layer), and Panacium (the open-source care intelligence layer, built on Apertus from EPFL and ETH Zürich).
Most HCBS operators meet the substrate first as CareBravo — the software product. Careonomy is for the operators ready to go further: stop running the operation and let Care OS™ run it, with a certified Care Business Advisor® accountable for the result.
Connect
If your operation has outgrown the SaaS model, we should talk.
Every Careonomy engagement begins with the 4A Framework™ — a 12-week diagnostic-and-activation methodology. Before that begins, we have a conversation. No proposal templates. No discovery calls staffed by SDRs. A working session with someone who has run HCBS operations and can tell you, plainly, whether Careonomy is the right partner for what you're trying to do.