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What self-hosted AI actually costs
Everyone quotes the GPU price. Nobody quotes the power bill, the quantization trade-offs or the weekend the model server fell over.
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What self-hosted AI actually costsEveryone quotes the GPU price. Nobody quotes the power bill, the quantization trade-offs or the weekend the model server fell over.
The hard part of robotics is the softwareThe arm arrives, the demo works, and then the project stalls for six months. What goes wrong in robotics projects, and why it is almost never the hardware.
Where AI agents actually work todayPast the demos and the doom, a short field guide to the agent workloads that reliably pay for themselves in normal companies, and the ones that quietly do not.
Why we build everything in-houseNo subcontractors, no handoffs, no 'that's the other team's part.' Why building end-to-end under one roof produces better software, and who owns it.
How we scope a projectA rough idea and a short call is enough. Here is the process we use to turn 'I think I need an app' into a written scope you can actually decide on.
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