Elastic Infrastructure
For Every AI Workload
For Every AI Workload
Deploy and scale GPU workloads across any cloud with intelligent automation. EGS delivers the infrastructure and Smart Scaler delivers the optimization you need to bring performant AI products to market—fast.
Trusted by AI innovators and cloud leaders
Products
Elastic Grid Service
Deploy AI workloads on dynamically allocated GPU infrastructure across any cloud provider with global capacity management and intelligent orchestration.
Multi-cloud GPU orchestration with seamless failover
Zero-touch infrastructure provisioning and scaling
Cross-cloud high availability with 99.99% uptime
Real-time capacity optimization across AWS, Azure, GCP
Smart Scaler
Deploy AI workloads on dynamically allocated GPU infrastructure across any cloud provider with global capacity management and intelligent orchestration.
Multi-cloud GPU orchestration with seamless failover
Zero-touch infrastructure provisioning and scaling
Cross-cloud high availability with 99.99% uptime
Real-time capacity optimization across AWS, Azure, GCP
Orchestration + AI Optimization — together
EGS runs the GPU infrastructure layer—placement, capacity, load balancing, and automated failover across clusters. Smart Scaler is Avesha’s AI scaling solution—predictive scaling and continuous right-sizing for the workloads running on top.
Load Balancing
Route traffic intelligently across clusters and regions to maintain low latency under bursty demand.
Automated failover
Keep inference online even when capacity changes, GPUs preempt, or regions degrade.
Scaling with AI
Predictive scaling + right-sizing based on real traffic and utilization signals—recommend-only or autonomous with guardrails.
Production Inference
Without owning
the GPU fleet
the GPU fleet
Avesha EGS is available as a managed service so teams can ship reliable endpoints fast—while we handle capacity, operations, and multi-cluster routing.
Always-on inference with clean routing controls
Global capacity management across clusters/regions
Load balancing + automated failover built-in
Scale per workload without impacting other services
Deploy in Avesha-managed cloud, your cloud, or hybrid
AVESHA MANAGED
We run infra + opsSELF HOSTED
Keep it in your environmentHYBRID
Place workloads across both
Scaling with AI for Kubernetes workloads
Smart Scaler continuously optimizes CPU and GPU workloads using live traffic, utilization, and SLO signals—so you scale proactively, right-size safely, and reduce cost without performance regressions.
Predictive scaling (not reactive)
Anticipate demand changes before latency spikes.
Continuous right-sizing
Fix over/under-provisioning using real signals, not static requests/limits.
Autonomous mode with guardrails
Enable a simple toggle to apply safe actions within defined boundaries.
Works everywhere
Fits your current Kubernetes model across cloud, on-prem, and edge.
From model to production endpoint
TALK TO AN EXPERTSTEP
1
Deploy your inference service
container/runtime
STEP
2
Place workloads across clusters with EGS
capacity + locality aware
STEP
3
Scale with Smart Scaler
predictive scaling + right-sizing
STEP
4
Operate with visibility
utilization, latency, and headroom
Built for real-world AI operations
VIEW PLATFORM CAPABILITIESReliability
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Load balancing across clusters/regions
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Automated failover for capacity interruptions
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Multi-cluster routing controls for low latency
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High availability patterns for inference services
Efficiency
Control & Governance
Optimized for the AI products
teams actually ship
teams actually ship
LLM inference & copilots
Low-latency endpoints with bursty traffic patterns.
Vision & video pipelines
Place inference closer to data and users; scale elastically.
Real-time decisioning
Predictable SLOs with cost-aware scaling.
Multi-tenant AI platforms
Isolate workloads and scale each model independently.
Testimonials
Insights from Your Industry Peers
InpharmD's use of Nebius AI Cloud, enabled by Avesha's smart bursting, shows how dedicated AI infrastructure enables progress in critical industries such as pharma and healthcare while improving margins. "
Dr. Ilya Burkov
Global Head of Healthcare & Life Sciences Growth, Nebius
InpharmD's use of Nebius AI Cloud, enabled by Avesha's smart bursting, shows how dedicated AI infrastructure enables progress in critical industries such as pharma and healthcare while improving margins. "
Dr. Ilya Burkov
Global Head of Healthcare & Life Sciences Growth, Nebius
InpharmD's use of Nebius AI Cloud, enabled by Avesha's smart bursting, shows how dedicated AI infrastructure enables progress in critical industries such as pharma and healthcare while improving margins. "
Dr. Ilya Burkov
Global Head of Healthcare & Life Sciences Growth, Nebius
InpharmD's use of Nebius AI Cloud, enabled by Avesha's smart bursting, shows how dedicated AI infrastructure enables progress in critical industries such as pharma and healthcare while improving margins. "
Dr. Ilya Burkov
Global Head of Healthcare & Life Sciences Growth, Nebius
InpharmD's use of Nebius AI Cloud, enabled by Avesha's smart bursting, shows how dedicated AI infrastructure enables progress in critical industries such as pharma and healthcare while improving margins. "
Dr. Ilya Burkov
Global Head of Healthcare & Life Sciences Growth, Nebius
Let’s Build The Infrastructure of Tomorrow
Tell us your workload type and throughput targets. We’ll map the best placement + capacity plan across your preferred locations—powered by EGS and Smart Scaler.
Smart Solutions for Smarter Kubernetes and AI/ML Operations
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