Artificial Intelligence & SaaS
Cloud Native Kubernetes Migration & FinOps Optimization
Migrated monolithic infrastructure to auto-scaling AWS EKS Kubernetes clusters, slashing monthly cloud expenditure by 43%.
Client: Quantico AI Labs
Category: Cloud & DevOps
-43%
Cloud Cost Cut
14/Day
Deploy Frequency
0.00%
Crash Rate
The Business Challenge
Unpredictable server crashes during model training bursts and $85k/mo unmanaged cloud spend.
Our Architectural Solution
Implemented Terraform-managed AWS EKS clusters, dynamic horizontal pod autoscalers (HPA), and Karpenter node provisioning for instant workload bursts.
Key Quantifiable Results
- Reduced monthly AWS bill from $85,000 to $48,450 (-43% ongoing savings)
- Automated deployment velocity increased from 1 release/week to 14 releases/day
- Zero downtime during high-intensity batch AI data ingestion
Tech Stack Used
AWS EKS
Kubernetes
Terraform
Docker
Prometheus
Grafana
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