The Human Layer
We're building the operating system for our most labor-starved, most human industries — starting with in-home elder care.
The problemThe problem
Home care demand is exploding — the population needing daily assistance is growing faster than the workforce willing to provide it.
Demand exploding
Structural demographic growth for the next two decades — more people need daily assistance every year.
Fragmented industry
Tens of thousands of small agencies running on spreadsheets — nobody has built the infrastructure layer.
Nobody stays
Turnover rates near 50-60% annually with no career path or reason to stay in the role.
The result: demand nobody can fill, agencies that can't scale, and a workforce with no reason to stay.
The insight
"The caregiver is the product."
Most tech-enabled labor marketplaces try to reduce headcount per dollar of revenue — automate the human out of the loop. We're doing the opposite on purpose. In home care, the caregiver is the product. Growth only happens through hiring. That reframes what looks like a cost problem into the actual value driver of the business — and means our growth is structurally aligned with creating jobs, not eliminating them.
The Model
Five company-owned pilot locations in year one prove the unit economics. Once proven, we open the franchise system — local operators fund their own locations, we collect a royalty and shared-services fee, and capital intensity drops sharply right when growth accelerates.
How it works
HQ Infrastructure
We build the systems — scheduling software, shared payroll and insurance, training and certification ladders that turn a caregiving job into a career.
Local Operators
Franchisees bring capital, local relationships, and hustle. They fund their own locations and build the local team.
Caregiver Careers
Real training and certification ladders that turn a caregiving job into a career — retention is the growth engine.
Unit economics
Per mature elder-care franchise location
Caregivers are the product — so growth in revenue is nearly 1:1 with growth in headcount, unlike software where revenue can scale without hiring.
Growth trajectory
Caregivers employed in home care alone
A career path, not just a job
A cleaner at one of our franchise locations can train up to become a certified caregiver — same company, higher pay, a real ladder. Next year, that caregiver could take a lead role or help open a new location. Our adjacent verticals aren't side bets — they're the recruitment pipeline. Every cleaner, childcare worker, or mover in the system is a future caregiver who already knows the company.
Adjacent verticals
Two to three additional labor-dense industries layered on the same shared infrastructure.
Why now
Demographic demand
Not cyclical — structural and growing for the next two decades. The need for home care is unavoidable.
Tight labor markets
Retention infrastructure is now a competitive advantage, not a nice-to-have. The old model of churn-and-burn doesn't work anymore.
Franchise capital
SBA lending and franchise-specific PE are well-established but underused — a funding path that scales without venture-style capital intensity.
The Network
A standalone agency has caregivers.
We have a network.
The difference compounds.
From 75 caregivers to 13,000 in 5 years.
One network
Every new node makes every other node more valuable. That's the difference between a company and a network.
Caregivers
Small-world / Weak ties
Each location stays below Dunbar's ~150 — teams stay cohesive. But our network connects thousands across locations. Most opportunities come from weak ties beyond your immediate team: shift swapping, career moves, mentorship across the network.
Clients
Metcalfe's Law
More caregivers means better coverage, more specialization, faster replacement — for every client. Every new caregiver makes the entire system more reliable for everyone else. Value doesn't just grow with headcount — it compounds.
Franchisees
Agglomeration
Shared training, bulk purchasing, cross-coverage between locations, and network-wide data on what drives retention and margins. The more locations in the system, the cheaper and smarter every individual operator becomes.
The compounding loop
better coverage
more hours
cheaper ops
career paths
Every 100 new caregivers unlocks ~15 new clients that the old system couldn't serve.
The network is the moat
Fragmented agencies
- ✕ Each agency hires independently — no shared pipeline
- ✕ No cross-coverage when short-staffed — clients get cancelled
- ✕ No career path beyond one location
- ✕ No data on retention or margins
- ✕ Bulk purchasing impossible — each agency pays full price
Human Layer network
- ✓ Shared recruiting + referral pipeline across all locations
- ✓ Hundreds of caregivers in metro → replacement in hours
- ✓ Career ladder across locations + HQ
- ✓ Network-wide data on what drives retention and margins
- ✓ Volume pricing on insurance, supplies, training
The risk we're not hiding from
Network effects only work once you reach density. The path from zero to critical mass requires capital and patience — every new location is an investment in a network that isn't fully valuable yet. But once you cross the threshold, the compounding becomes self-reinforcing. The cold-start problem is the reason networks are durable: if it were easy, everyone would have done it.
The first 50 caregivers don't generate meaningful network effects. The first 500 start to. The first 5,000 are a moat. That's why we're building dense metro clusters before expanding — density per market matters more than total count.
The Ask
Pre-seed capital to open pilot locations and prove the model. 9-12 months of runway to hit the milestones
Use of funds
Pilot locations
~$1.5MFive locations — licensing, office setup, working capital for payroll, local marketing, and RN supervisor salaries before revenue ramps.
HQ team & systems
~$1MFounding ops and franchise-dev team, shared payroll/HR platform, training curriculum, brand development.
Legal & compliance
~$500KFranchise disclosure documents (required before selling franchises) and state-level home care licensing.
Operating runway
~$750K9-12 months of runway to hit the milestones needed for a $10M-$12.5M seed round.
Milestones
The risk we're not hiding from
This is a thin-margin, regulation-heavy, high-turnover industry. We're not pitching a moonshot — we're pitching operational excellence in an unglamorous, unautomatable business that happens to sit on top of unavoidable demographic demand. The upside isn't a 100x software multiple; it's a durable, cash-generating business that scales jobs, not just revenue.
12-15% EBITDA requires operational discipline at every location. Not a high-margin software business.
Licensing varies by state — expansion speed is gated by compliance, not capital.
Industry baseline is 50-60% annual turnover. Retention infrastructure is the core of our model, not an afterthought.
We're looking for angels with home care, healthcare staffing, or multi-unit franchise experience who want to back a business that creates jobs at scale.
Invest in Human LayerInterested? Reach out for the full pitch deck and financial model.