The interesting part isn't the GPU decision — it's the business model shift it enables.
What would convince you that owning the infrastructure creates a lasting advantage, rather than just lowering costs until competitors can match the same economics?
Fair point, let's step away from unit economics. For us, the shift is about data sovereignty as a product feature.
API renters are legally bound by a chain of third-party cloud agreements, hypervisors, and data processing boundaries they don't control which force them to ask customers for trust blindly. By owning the bare metal, we can guarantee zero data persistence and absolute isolation at the silicon level. The lasting advantage isn't cheaper transcription; it's a verifiable privacy guarantee that unlocks highly regulated enterprise markets that API-dependent competitors are structurally barred from entering.
I see pretty consistent usage so far, but we will see!
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The interesting part isn't the GPU decision — it's the business model shift it enables.
What would convince you that owning the infrastructure creates a lasting advantage, rather than just lowering costs until competitors can match the same economics?
Electricity costs are always lower than API providers.
Interesting. I was actually asking from a slightly different angle, but I can see why cost is the first thing that comes to mind.
Fair point, let's step away from unit economics. For us, the shift is about data sovereignty as a product feature.
API renters are legally bound by a chain of third-party cloud agreements, hypervisors, and data processing boundaries they don't control which force them to ask customers for trust blindly. By owning the bare metal, we can guarantee zero data persistence and absolute isolation at the silicon level. The lasting advantage isn't cheaper transcription; it's a verifiable privacy guarantee that unlocks highly regulated enterprise markets that API-dependent competitors are structurally barred from entering.
That clarification helps. The distinction between lowering costs and creating a different trust proposition is interesting.
I'd like to continue the conversation outside the thread. What's the best email to reach you on?
“‘No signup, no cloud’ is a strong trust play. Have you seen that drive repeat usage, or is it more of a one-off tool for most?”
I see pretty consistent usage so far, but we will see!