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Quantico AI Labs • Verified Client Deliverable

Cloud Native Kubernetes Migration & FinOps Optimization | Enterprise Case Study | AP IT SERVICES

Migrated monolithic infrastructure to auto-scaling AWS EKS Kubernetes clusters, slashing monthly cloud expenditure by 43%.

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PROJECT METADATA Complete
Client Organization
Quantico AI Labs
Industry Domain
Artificial Intelligence & SaaS
Delivery Model
Full Turnkey IP
Architecture
Multi-Role Suite
Core Stack
AWS EKS Kubernetes Terraform Docker Prometheus
Cloud & DevOps • Performance Metrics

Key Architecture Deliverables

Quantifiable engineering milestones and performance metrics delivered for Quantico AI Labs.

Metric 01
-43%
Cloud Cost Cut
Metric 02
14/Day
Deploy Frequency
Metric 03
0.00%
Crash Rate

The Business Challenge

Unpredictable server crashes during model training bursts and $85k/mo unmanaged cloud spend.

High Multi-Tenant Concurrency

Our Engineered Solution

Implemented Terraform-managed AWS EKS clusters, dynamic horizontal pod autoscalers (HPA), and Karpenter node provisioning for instant workload bursts.

Event-Driven Real-time Telemetry

Architectural Blueprint & Implementation

Migrated monolithic infrastructure to auto-scaling AWS EKS Kubernetes clusters, slashing monthly cloud expenditure by 43%.

Key Quantifiable Deliverables

100% SLA Handover
Reduced monthly AWS bill from $85,000 to $48,450 (-43% ongoing savings)
Verified production component
Automated deployment velocity increased from 1 release/week to 14 releases/day
Verified production component
Zero downtime during high-intensity batch AI data ingestion
Verified production component

Project Specifications

  • Client Organization Quantico AI Labs
  • Industry Vertical Artificial Intelligence & SaaS
  • Target Platforms Android, iOS, Web
  • Source Code Rights 100% Client Owned
  • Current Status PRODUCTION LIVE

Engineering Tech Stack

AWS EKS
Kubernetes
Terraform
Docker
Prometheus
Grafana

Services Delivered

Cloud Services & DevOps
Server Management & Security
IT Consulting
Prompt SLA Advisory

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