Kova. The micro-compute network.
Slice. Schedule. Verify.
Slice. Schedule. Verify.
Turn idle CPU/GPU threads into verifiable performance. Pay only for what you use.
Earn from every unit you provide.
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TRUSTED BY 100+ COMPANIES
GPUs are underused; you still pay full price.
GPUs are underused; you still pay full price.
GPUs are underused; you still pay full price.
Jobs stall waiting for the “right” instance.
Jobs stall waiting for the “right” instance.
Jobs stall waiting for the “right” instance.
Cut the drag from your workflows
No visibility into $ per outcome.
No visibility into $ per outcome.
No visibility into $ per outcome.
Overprovisioned VMs to hit SLAs.
Overprovisioned VMs to hit SLAs.
Overprovisioned VMs to hit SLAs.
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PLATFORM FEATURES
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PLATFORM FEATURES
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PLATFORM FEATURES
The Kova Advantage
Fractional GPUs/CPUs, per-second billing, and proof-based receipts—so you ship faster, spend less, and keep every unit of compute accountable.
Per-Second Micro-Billing
Design the target state: per-second billing, price caps, regions, and slice policies (vCPU, fractional GPU, RAM)
Per-Second Micro-Billing
Design the target state: per-second billing, price caps, regions, and slice policies (vCPU, fractional GPU, RAM)
Per-Second Micro-Billing
Design the target state: per-second billing, price caps, regions, and slice policies (vCPU, fractional GPU, RAM)
Fractional GPU/CPU Scheduling
MIG/MPS configuration, batching, and concurrency tuning. Throughput and latency targets with clear $ per result metrics.
Fractional GPU/CPU Scheduling
MIG/MPS configuration, batching, and concurrency tuning. Throughput and latency targets with clear $ per result metrics.
Fractional GPU/CPU Scheduling
MIG/MPS configuration, batching, and concurrency tuning. Throughput and latency targets with clear $ per result metrics.
Plug-In to Your Stack Seamlessly
Wire Kova into your stack - storage, CI/CD, observability. Dashboards for cost, utilization, and success rates.
Plug-In to Your Stack Seamlessly
Wire Kova into your stack - storage, CI/CD, observability. Dashboards for cost, utilization, and success rates.
Plug-In to Your Stack Seamlessly
Wire Kova into your stack - storage, CI/CD, observability. Dashboards for cost, utilization, and success rates.
Utilization & Cost Optimizer
Defragment slices, co-locate data, and set price caps. We measure and improve effective cost per epoch/inference/frame.
Utilization & Cost Optimizer
Defragment slices, co-locate data, and set price caps. We measure and improve effective cost per epoch/inference/frame.
Utilization & Cost Optimizer
Defragment slices, co-locate data, and set price caps. We measure and improve effective cost per epoch/inference/frame.
Proofs & Audit-Ready Billing
Verifiable receipts, reputation policies, and optional attestation routes for regulated workloads; finance-ready exports.
Proofs & Audit-Ready Billing
Verifiable receipts, reputation policies, and optional attestation routes for regulated workloads; finance-ready exports.
Proofs & Audit-Ready Billing
Verifiable receipts, reputation policies, and optional attestation routes for regulated workloads; finance-ready exports.
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For Users
Fractional Compute. Full Results.
–55%
effective cost per result*
<2 min
average time-to-start
0 lock-in
unified API across providers
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For Users
Fractional Compute. Full Results.
–55%
effective cost per result*
<2 min
average time-to-start
0 lock-in
unified API across providers
/
For Users
Fractional Compute. Full Results.
–55%
effective cost per result*
<2 min
average time-to-start
0 lock-in
unified API across providers
/
For Providers
Turn Hardware Into Yield
+1.8×
Earnings vs single-tenant jobs*
80–95%
Target utilization
<10 min
Agent install to first job
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For Providers
Turn Hardware Into Yield
+1.8×
Earnings vs single-tenant jobs*
80–95%
Target utilization
<10 min
Agent install to first job
/
For Providers
Turn Hardware Into Yield
+1.8×
Earnings vs single-tenant jobs*
80–95%
Target utilization
<10 min
Agent install to first job
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OUR APPROACH
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OUR APPROACH
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OUR APPROACH
/0
1
2
3
4
Slice
Define micro-units for your job—vCPU-minutes, GPU-core-hours, and RAM GB-hours—with budget and SLOs.
Match
Kova bundles the right capacity from multiple providers and places it close to your data.
Run
The local agent packs multiple jobs per machine (fractional GPUs/CPUs), with checkpointing by default.
Verify
Proof-of-Utilization creates signed receipts; you see cost per outcome and scale with confidence.
/01
Discover
We start by digging deep, understanding your goals, audience, and challenges. This is where insights surface and opportunities take shape.
/01
Slice
Define micro-units for your job—vCPU-minutes, GPU-core-hours, and RAM GB-hours—with budget and SLOs.
/01
Slice
Define micro-units for your job—vCPU-minutes, GPU-core-hours, and RAM GB-hours—with budget and SLOs.
/02
Plan
Next we map out a clear strategy, aligning AI solutions with your vision. Every step is designed to solve real problems and unlock growth.
/02
Match
Kova bundles the right capacity from multiple providers and places it close to your data.
/02
Match
Kova bundles the right capacity from multiple providers and places it close to your data.
/03
Build
Then we bring ideas to life, developing custom AI agents and automations. Each solution is crafted to fit seamlessly into your workflow.
/03
Run
The local agent packs multiple jobs per machine (fractional GPUs/CPUs), with checkpointing by default.
/03
Run
The local agent packs multiple jobs per machine (fractional GPUs/CPUs), with checkpointing by default.
/04
Scale
Finally we refine and expand, tracking results, improving performance, and scaling your AI systems as your business grows.
/04
Verify
Proof-of-Utilization creates signed receipts; you see cost per outcome and scale with confidence.
/04
Verify
Proof-of-Utilization creates signed receipts; you see cost per outcome and scale with confidence.
The difference is clear
The difference is clear
Per-second, micro-unit billing
Outcome-driven AI automations measured in $ per result, not hours
Fractional GPU/CPU scheduling
Micro-compute expertise (fractional GPU/CPU) for lower, predictable costs
Proof-of-Utilization receipts
End-to-end delivery: strategy → build → integration → optimization
Composable multi-provider pooling
Checkpointed, resilient workflows that survive interruptions
Checkpointed, preemption-safe workflows
Verifiable usage & receipts (proof-of-utilization) for finance and audits
Reputation-driven routing
Model-agnostic: we use the best tool; open, closed, or custom
Developer-first DX
Scales with you: start small, auto-scale by micro-units as demand grows
Partner mindset: continuous improvements, clear SLAs, real support
Partner mindset: continuous improvements, clear SLAs, real support
Other Companies
Whole-instance/whole-GPU renting
Bill by hours/instances, not outcomes—cost drift and surprises
Opaque or hourly billing
Limited infra know-how—rent whole GPUs/VMs and overpay
No fractionalization
One-and-done deliverables with little optimization after launch
Weak resilience
Fragile pipelines—no checkpointing; restarts waste time and money
Lock-in & rigid configs
Opaque usage—no verifiable metering or cost attribution
Limited marketplace intelligence
Limited marketplace intelligence
Thin enterprise features
Tool bias—force a single model/vendor regardless of fit
Can’t scale smoothly—must re-platform for growth
Can’t scale smoothly—must re-platform for growth
Transactional support—ticket queues instead of a proactive partner
Transactional support—ticket queues instead of a proactive partner
Per-second, micro-unit billing
Fractional GPU/CPU scheduling
Proof-of-Utilization receipts
Composable multi-provider pooling
Checkpointed, preemption-safe workflows
Reputation-driven routing
Developer-first DX
Partner mindset: continuous improvements, clear SLAs, real support
Other Companies
Whole-instance/whole-GPU renting
Opaque or hourly billing
No fractionalization
Weak resilience
Lock-in & rigid configs
Limited marketplace intelligence
Thin enterprise features
Can’t scale smoothly—must re-platform for growth
Transactional support—ticket queues instead of a proactive partner
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TECHNOLOGIES
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TECHNOLOGIES
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TECHNOLOGIES
Kova Architecture Overview
/01
User
/01
User
/01
User
/02
Smart Contract
/02
Smart Contract
/02
Smart Contract
/03
Scheduler
/03
Scheduler
/03
Scheduler
/04
Node Network
/04
Node Network
/04
Node Network
/05
Result/Reward
/05
Result/Reward
/05
Result/Reward
Users submit workloads through the Kova API or Dashboard.
Users submit workloads through the Kova API or Dashboard.
Users submit workloads through the Kova API or Dashboard.
Jobs are distributed across available nodes (optimized by latency + cost).
Jobs are distributed across available nodes (optimized by latency + cost).
Jobs are distributed across available nodes (optimized by latency + cost).
Smart contracts handle payments, verification, and node reputation.
Smart contracts handle payments, verification, and node reputation.
Smart contracts handle payments, verification, and node reputation.
Providers stake $KOVA to earn and ensure reliability.
Providers stake $KOVA to earn and ensure reliability.
Providers stake $KOVA to earn and ensure reliability.
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PRICING
Choose your plan
Pay-per-second
Metered micro-compute
$
$
799
/month
Second-level billing with spend caps & alerts
Proof-of-Utilization receipts on every job
Price estimator & live unit rates in dashboard
Community support & docs included
Monthly Commit
Predictable spend, lower unit prices
$
$
/month
Everything in Pay-per-second with priority
Discounted unit rates, over minimum usage (10% off)
Standard support: email help 24/7 Response
Priority queueing on popular GPU families
Annual Commit
Perfect for big businesses
799
Everything in Monthly Commit with priority+
Deeper unit discounts (Up to 25% off)
Premium support: solution-architect sessions & model tuning
Private routing options, security review, and SLA availability
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PRICING
Choose your plan
Pay-per-second
Metered micro-compute
$
$
799
/month
Second-level billing with spend caps & alerts
Proof-of-Utilization receipts on every job
Price estimator & live unit rates in dashboard
Community support & docs included
Monthly Commit
Predictable spend, lower unit prices
$
$
/month
Everything in Pay-per-second with priority
Discounted unit rates, over minimum usage (10% off)
Standard support: email help 24/7 Response
Priority queueing on popular GPU families
Annual Commit
Perfect for big businesses
799
Everything in Monthly Commit with priority+
Deeper unit discounts (Up to 25% off)
Premium support: solution-architect sessions & model tuning
Private routing options, security review, and SLA availability
/
PRICING
Choose your plan
Pay-per-second
Metered micro-compute
$
$
799
/month
Second-level billing with spend caps & alerts
Proof-of-Utilization receipts on every job
Price estimator & live unit rates in dashboard
Community support & docs included
Monthly Commit
Predictable spend, lower unit prices
$
$
/month
Everything in Pay-per-second with priority
Discounted unit rates, over minimum usage (10% off)
Standard support: email help 24/7 Response
Priority queueing on popular GPU families
Annual Commit
Perfect for big businesses
799
Everything in Monthly Commit with priority+
Deeper unit discounts (Up to 25% off)
Premium support: solution-architect sessions & model tuning
Private routing options, security review, and SLA availability
/
FAQ
Frequently Asked Questions
How is Kova cheaper than renting whole instances?
We pack many jobs per machine and bill only for micro-units actually used.
What if my job gets interrupted?
Checkpointing lets you resume elsewhere with minimal redo; proofs keep billing honest.
Can I bring my own cloud or bare-metal?
Yes. Run the Kova agent on your infra and earn per utilized unit (providers) or keep data local (buyers).
Do you support fractional GPUs?
Yes—MIG/MPS-style slicing where available; otherwise software-layer partitioning.
What’s the settlement model?
Signed metering + proofs → verifiable receipts; support for stablecoins and bank rails (where applicable).
How does reputation work?
Uptime, completions, dispute rate, and historical performance inform trust and job routing.
Is Kova decentralized?
Yes, Kova runs on a decentralized network of independent providers. Kova is the access layer (API/console/dashboard) that matches your jobs to this distributed supply and generates verifiable usage proofs for every run.
/
FAQ
Frequently Asked Questions
How is Kova cheaper than renting whole instances?
We pack many jobs per machine and bill only for micro-units actually used.
What if my job gets interrupted?
Checkpointing lets you resume elsewhere with minimal redo; proofs keep billing honest.
Can I bring my own cloud or bare-metal?
Yes. Run the Kova agent on your infra and earn per utilized unit (providers) or keep data local (buyers).
Do you support fractional GPUs?
Yes—MIG/MPS-style slicing where available; otherwise software-layer partitioning.
What’s the settlement model?
Signed metering + proofs → verifiable receipts; support for stablecoins and bank rails (where applicable).
How does reputation work?
Uptime, completions, dispute rate, and historical performance inform trust and job routing.
Is Kova decentralized?
Yes, Kova runs on a decentralized network of independent providers. Kova is the access layer (API/console/dashboard) that matches your jobs to this distributed supply and generates verifiable usage proofs for every run.
/
FAQ
Frequently Asked Questions
How is Kova cheaper than renting whole instances?
We pack many jobs per machine and bill only for micro-units actually used.
What if my job gets interrupted?
Checkpointing lets you resume elsewhere with minimal redo; proofs keep billing honest.
Can I bring my own cloud or bare-metal?
Yes. Run the Kova agent on your infra and earn per utilized unit (providers) or keep data local (buyers).
Do you support fractional GPUs?
Yes—MIG/MPS-style slicing where available; otherwise software-layer partitioning.
What’s the settlement model?
Signed metering + proofs → verifiable receipts; support for stablecoins and bank rails (where applicable).
How does reputation work?
Uptime, completions, dispute rate, and historical performance inform trust and job routing.
Is Kova decentralized?
Yes, Kova runs on a decentralized network of independent providers. Kova is the access layer (API/console/dashboard) that matches your jobs to this distributed supply and generates verifiable usage proofs for every run.
/
BLOG
Latest insights
Insights
/
Sep 10, 2025
Checkpointing Like a Pro: Designing AI Workflows for Pre-emption
Treat interruptions as normal, not exceptional—your reward is 40–70% lower compute spend.
AI Strategy
/
Oct 9, 2025
Architecting for Fractional GPUs: MIG, MPS, and Software Slicing
How to map real workloads to partial GPUs without tanking performance.
/
BLOG
Latest insights
Insights
/
Sep 10, 2025
Checkpointing Like a Pro: Designing AI Workflows for Pre-emption
Treat interruptions as normal, not exceptional—your reward is 40–70% lower compute spend.
AI Strategy
/
Oct 9, 2025
Architecting for Fractional GPUs: MIG, MPS, and Software Slicing
How to map real workloads to partial GPUs without tanking performance.
/
BLOG
Latest insights
Insights
/
Sep 10, 2025
Checkpointing Like a Pro: Designing AI Workflows for Pre-emption
Treat interruptions as normal, not exceptional—your reward is 40–70% lower compute spend.
AI Strategy
/
Oct 9, 2025
Architecting for Fractional GPUs: MIG, MPS, and Software Slicing
How to map real workloads to partial GPUs without tanking performance.