Carbon Health Capital Efficiency Tradeoff

The tradeoff is simple, virtual first care scales like software, while hybrid care scales like healthcare operations. Firefly, Galileo, and Included can add members across states without signing leases or staffing exam rooms, because most of the experience happens in an app, by chat, video, triage, and care navigation. Carbon can do more in one brand, but every new market brings clinic buildout, front desk labor, medical assistants, compliance work, and payer contracting complexity.

• Firefly is the clearest example of the capital efficient model. It sells virtual primary care and employer health plans nationally, then uses Firefly Nearby to route members to outside urgent care, retail clinics, mobile providers, and at home testing instead of owning those sites itself.
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• Included Health follows the same pattern from a different angle. Its core product is navigation plus virtual care inside one app, so members can get triage, benefits help, virtual visits, and referrals to local providers without Included having to operate a broad clinic footprint. It later added in person access through partners like Solv.
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• Carbon chose the opposite architecture. It operates a hybrid network with 125 clinics across 23 states, which lets it handle more of the care journey directly and support shared savings or capitation arrangements, but it also ties growth to real estate, staffing, and clinic level utilization in a way virtual first peers avoid.
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Going forward, the winning models are likely to converge. Virtual first companies will keep adding partner networks to patch the in person gap, while hybrid operators will keep automating documentation, triage, and routing to make each clinic carry more volume. The core question is which side can add the missing layer without breaking its cost structure.