Live Demos
Revyzor compression running on real models, real GPUs, real queries. The live demos are access-controlled; request credentials below.
Interactive
Try It Live
Upload a document, ask questions, see compression in real time. Session persistence and governance credentials on every state.
Financial Crime / AML
AML Investigation
A multi-step investigation over transaction histories and alerts. Every turn retained, signed, and restored from storage rather than re-read.
Legal
vLLM Legal Contract Comprehension
5 questions on a real legal contract. Revyzor compresses the working state on every query; the model answers through the reconstructed cache.
NVIDIA Stack
NVIDIA NIM on H100
Revyzor running inside NVIDIA's official inference stack. Llama 3.1 8B answering questions about Revyzor itself.
Full roundtrip on every query
The model never sees compressed data. KV cache is compressed in GPU memory, then fully reconstructed before attention runs. Revyzor overhead is the compress + decompress + write-back time measured per layer.
Request demo access
The live demos run on real GPUs against real documents, so access is per request. Tell us your name, company, work email, and use case, and we will send credentials.
Request Access