Your Problem
Why Spikes Hurt More Than You Think
Cause
Your model goes viral, or your quarter-end batch job fires, leading to compute demand jumping up to 10 times overnight.
Effect
Wasted spend, users lost to competitors, and more. Traditional clouds either over-provision (waste money) or under-provision (fail users).
Atlas was built for a different reality.
Our Solution
Elastic Autoscaling
Burst in Under 60s
Cloud GPUs attach instantly, preventing queue build-ups & SLA misses.
Pay As You Burst
When the surge ends, resources detach & costs drop to zero.
Consistent Security
RBAC, network rules, & cost quotas follow workloads across clouds.
GPU
On-Prem
Cloud
Key Features
Built for Spikes, Optimized for Efficiency
Scale Out
Replicas grow when latency rises.
Scale to Zero
Pods shrink to one, or zero, warm instances when traffic ebbs.
Cold Start in 2s or Less
Local model caching ensures you never miss the next spike.
Over 99% GPU Utilization
0% burn when idle, impossible on fixed clusters.
Schedule a Demo
Your AI Powerhouse: Spike Proofed
We'll handle GPU migration, burst-proof training and inference, cost governance, security, and 24 / 7 ops so your engineers can keep shipping features instead of scrambling for capacity.
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Situation
With Atlas Cloud
With Others
Usage Spike Hits
Hundreds of GPUs burst online in seconds; latency stays flat and SLAs hold.
Capacity stalls; queues build, users face slowdowns or errors.
Billing Impact
Spend rises only for the spike window, then scales back to zero—no idle burn.
Unpredictable invoice spikes or wasted spend on over-provisioned GPUs.
Competitive Edge
Seamless performance turns spikes into a selling point, boosting customer trust.
Fire-fighting delays features; competitors with smoother scaling win mindshare.
Elastic Autoscaling by the Numbers
See how we’ll optimize your speed, resilience, and spend.
>0s
cold start with cached containers and models.
0x
improved recovery times from checkpoints.
<0m
model restoration with 0.14GB/s bandwidth.
0%
average savings vs. static fleets
Schedule a Demo
