The code is built.
It needs a market.
Voxell builds production-grade infrastructure that is engineered, benchmarked, and ready. Some of it isn't a self-serve product yet, because what it needs next isn't more code. It needs a design partner: a team that runs it in production, shapes the roadmap, and takes it to market with us.
Working code, not a pitch deck
Every system here is engineered and benchmarked. You are not funding research. You are deploying technology that already runs.
A direct line to who built it
Direct founder access and real influence over the roadmap. We harden the product around your production workload, not a hypothetical one.
Early access, partner pricing
Partners who help prove a product in market get in first, on terms that reflect the risk and the contribution. Knowledge is precious; so is being early.
Available for Partnership
Built and benchmarked. Each is looking for a design partner to take it to market.
Coherence
GPU-native KNN retrieval database. Exact k-NN + BM25 hybrid at scale, with no ANN index to build, tune, or drift.
Learn more → DESIGN PARTNERMASH
Adaptive GPU+CPU sorting that understands your data. Up to 18x faster than NVIDIA CUB on real-world data, never slower.
Learn more → DESIGN PARTNERART
Adaptive rate limiting with zero CPU overhead. Millions of decisions per second, entirely on GPU.
Learn more → DESIGN PARTNERARC
GPU-native key-value + sorted-set store. Redis verbs served by a resident megakernel — 217M ops/s at 8.8µs p50, with the CPU out of the data path.
Learn more → DESIGN PARTNERmi-go
GPU FPGA router whose parallel routing produces legal results by construction, independently verified — demonstrated from 4,055 to 799,403 nets on a single GPU.
Learn more →Think you are the right partner?
Tell us what you are building and which system fits. The founder replies within 24 hours.
Become a Design Partner