Distributed AI infrastructure, built into homes.
Sky Fusion is developing a behind-the-meter inference network that combines residential solar, battery storage, liquid-cooled GPU compute, heat recovery, and SkyFusion OS orchestration. Our mission is to create a faster, more resilient, and more community-aligned layer of AI infrastructure.
The AI infrastructure bottleneck
AI inference demand is growing faster than traditional infrastructure can support. Centralized data centers remain essential, but they face structural constraints that slow new capacity.
Permitting and construction delays
New large-scale data centers face long permitting timelines, complex approvals, and multi-year construction cycles.
Grid and transmission constraints
Interconnection queues, transmission bottlenecks, and local grid limits slow the addition of new high-density load.
Land use and local friction
Large sites can trigger land-use conflicts, local opposition, and rising public and regulatory skepticism.
A complementary path
Sky Fusion offers a complementary model that deploys faster by using existing residential rooftops, batteries, broadband, electrical infrastructure, and thermal loads.
The Sky Fusion model
Sky Fusion places secure, enterprise-grade GPU compute nodes in qualifying homes. Each home is paired with rooftop solar, battery storage, liquid cooling, secure connectivity, and thermal integration.
Because the system operates behind the meter, it reduces dependence on new grid interconnections and large-scale permitting. Through thermodynamic heat recovery, the liquid-cooling loop captures GPU thermal output and transfers it into the home’s domestic hot-water system where technically feasible, turning what is normally a cooling burden into a household benefit.
INFERENCE • DISTRIBUTED NODES • BEHIND-THE-METER • ORCHESTRATION •
SkyFusion OS and strategic value
SkyFusion OS aggregates residential compute nodes into a unified, secure inference cluster that appears to customers as a single reliable API endpoint. It is designed for AI labs, hyperscalers, enterprise compute buyers, and project-finance partners who need resilient, community-aligned capacity.
Workload orchestration
Secure routing, node authentication, telemetry, observability, and automated failover across a distributed residential fleet.
Security and isolation
Secure workload isolation, encrypted transport, hardware-level confidential computing where supported, memory encryption, secure boot, and hardware attestation.
Operations and settlement
Billing, settlement, SLA tracking, maintenance coordination, and fleet monitoring for distributed AI infrastructure.
Accelerated capacity
Deploy incremental inference capacity by leveraging existing residential rooftops, batteries, and broadband instead of waiting on new large-scale sites.
Capex and project finance
Align capital with distributed assets that can be financed through dedicated SPVs backed by contracted wholesale compute revenue.
Public alignment
Deliver direct economic and resilience benefits to participating households, creating local stakeholders in AI infrastructure growth.
Vanguard Alpha pilot
Vanguard Alpha is Sky Fusion’s initial proposed pilot: 1,000 homes and approximately 2,200 GPUs, or roughly 2.2 GPUs per home on average. The pilot will be deployed in gated tranches, beginning with a smaller beta deployment before expanding.
Each tranche must validate uptime, telemetry, security, homeowner acquisition, installation performance, and SLA metrics before additional capital and hardware are deployed.
Business model
Sky Fusion is designed to be a software, orchestration, and operating platform, not a balance-sheet-heavy owner of all physical infrastructure.
The target model is for Sky Fusion to earn a platform and operating fee equal to approximately 20% of contracted CPPA revenue. This fee compensates Sky Fusion for SkyFusion OS, secure workload orchestration, homeowner acquisition, installer coordination, fleet monitoring, billing, settlement, maintenance coordination, customer reporting, and SPV operations support. Physical assets can be owned and financed through dedicated infrastructure SPVs backed by contracted compute revenue.
Execution platform
Sky Fusion is being built with operational support from the team and assets of SBBnet, Inc., a 27-year operating business with more than $200 million in cumulative revenue.
SBBnet brings a 20-person team across software development, IT, sales, business development, marketing analytics, and accounting. Sky Fusion also intends to leverage CleanEnergyAuthority.com, an SBBnet asset that has helped solar installation companies acquire residential solar customers for 18 years. This operating base is directly relevant to homeowner acquisition, solar installer relationships, residential energy-market experience, software development, analytics, customer operations, and financial discipline.
Long-term vision
If the model works, Sky Fusion could scale into a national behind-the-meter inference layer. At 100,000 participating homes, using the same average of 2.2 GPUs per residence, Sky Fusion would represent roughly 220,000 distributed GPUs — comparable in GPU count to some of the largest centralized AI supercomputing deployments. This is designed to complement, not replace, hyperscale data centers.