/
ABOUT US
About Kova
We’re building the micro-compute network.
With years of experience in digital solutions and a deep curiosity for AI’s potential, we saw an opportunity to help companies move beyond repetitive work and unlock their true potential.
Why we started
Kova
AI demand is exploding while capacity sits idle behind instance-sized walls. Our team has scaled web-2 platforms to millions of users and shipped crypto infrastructure used by thousands of nodes. We’re combining those lessons to make compute efficient, fair, and verifiable.
What makes us different
Distributed systems first: schedulers + high-throughput data planes that run many jobs safely on one host.
GPU/perf engineering: CUDA, MIG/MPS, and real training/inference; fractional GPUs that actually work.
Market design: incentives and anti-fraud built in; optimized for $ per completed job, not $/hour.
Crypto-native verification: proofs & attestations → tamper-evident, finance-ready receipts.
Operator mindset: production fleets, observability, and secure defaults from day one.
Backgrounds that matter
Web-2 scale: ex-SaaS/search/media teams with SLOs, zero-downtime releases, and cost control at scale.
Crypto & decentralized infra: L1/L2 tooling, validators, indexers, wallets; real-world incentives, slashing, reputation.
HPC/ML tooling: MLOps, model serving, data pipelines, GPU fleet ops; end-to-end from training to inference.
Security & privacy: systems security, code signing, secrets; least-privilege and auditability by default.
Where we’re going
Attested providers and confidential options for sensitive workloads.
Optimizer v2 to auto-choose slices for the best $/result.
Certified hardware so anyone can plug in a Kova-ready box and contribute.
