Vision AI platform for companies that run in the physical world
Everything has an algorithm
Stage
Established
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Founded
2020
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Based in
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Pricing model
Freemium
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Pricing
Free Tier: $0 with 10 credits/month. Core: $39/month with 20 credits total, or $89-$1,399/month for 35-500 credits. Enterprise: Custom pricing. Additional prepaid credits starting at $4, on-demand credits at $6.
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Key features
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Constant-state attention: models serve any context length from the same memory per request
HCGM: models run from disk storage instead of memory
M-Rail: context processed by a model can be reused instantly in future requests
CPUDA/sGPU: run unmodified CUDA programs on CPUs with bit-identical results
Organ grafting: transfer capabilities between models without training
Personal instruction set (ISA) compiled on device from phone signals
Population ISA: compile laws from many people without personal records
Digital twins of customers, fleets, cities or markets
Results identical across all machines and architectures
Computation cost follows novelty not data size
What makes it different
Single end-to-end platform covering labeling, training, and deployment
Free self-hosted inference and model weights on all plans
Constant memory cost regardless of context length or data size
Exact reuse: every computed result is kept and reused instantly
Portable execution with bit-identical results across all hardware
Models run from storage without retraining or fitting in memory
Privacy-preserving: raw data never leaves the device