/ABOUT
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
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.
/PRINCIPLES
- Every core counts.
- Proof over promises.
- Simple beats clever.
- Interop by default.
- Cost = value delivered.
/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, real training/inference; fractional GPUs that actually work.
- Market design: incentives + 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, secure defaults from day one.
/BACKGROUNDS THAT MATTER
- Web-2 scale: ex-SaaS/search/media, SLOs, zero-downtime releases, cost control at scale.
- Crypto & decentralized infra: L1/L2 tooling, validators, indexers, wallets; incentives, slashing, reputation.
- HPC/ML tooling: MLOps, serving, data pipelines, GPU fleet ops; training → inference.
- Security & privacy: systems security, code signing, secrets; least-privilege and auditability by default.
/WHERE WE’RE GOING
- Attested providers + confidential options for sensitive workloads.
- Optimizer v2 to auto-choose slices for best $/result.
- Certified hardware so anyone can plug in a Kova-ready box and contribute.