Solar Instant Design AI
Discovery Lens
C Combination Innovation
Two separate worlds finally connect — and the intersection is a product
One-Liner
Point phone at roof → instant AI-generated solar design, production estimate, cost quote, and financing options.
Kill Reason
Aurora Solar — well-funded and holding enterprise contracts with major US solar installers — already solves this problem, and Google Sunroof provides a free consumer version backed by years of proprietary satellite imagery data. A new entrant would need to replicate both the installer relationship network and the aerial data asset simultaneously, which is not feasible at the capital level available to an early-stage company.
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killed: Consumer-grade distributed inference faces an unsolvable latency problem: interactive AI workloads require sub-300ms round trips, but coordinating across residential internet connections with variable uptime makes this physically implausible. The market need is already served by cloud inference providers (Together.ai, Fireworks.ai, Groq) with low latency and no coordination overhead, and hardware accelerators (Groq LPU, Cerebras) are collapsing inference costs faster than consumer compute aggregation could.
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