CLOUD INFRASTRUCTURE / AWS CLOUDOPS

AWS CloudOps & IaC Case Study: 40% Cost Reduction for Israeli SaaS Company

Complete infrastructure transformation with Terraform, automated deployments, and comprehensive CloudOps management

40% reduction in monthly AWS costs ($15K → $9K)
10x faster deployments (2 days → 2 hours)
99.9% uptime (from 97.5%)

An Israeli B2B SaaS company was struggling with rapidly increasing AWS costs, manual infrastructure management, and frequent production incidents. HostingX implemented a comprehensive AWS CloudOps solution with Infrastructure as Code (Terraform), automated CI/CD pipelines, and 24/7 managed services, achieving 40% cost reduction, 99.9% uptime, and 10x faster deployments within 3 months.

Project Snapshot

CLIENT

Fast-growing B2B SaaS company (50-200 employees)

LOCATION

Tel Aviv, Israel

INDUSTRY

SaaS / Enterprise Software

DURATION

3 months implementation + ongoing managed services

SERVICES

AWS CloudOps & Managed Services

Infrastructure as Code with Terraform

CI/CD Pipeline Automation (GitHub Actions)

24/7 Monitoring & Incident Response

Cost Optimization & FinOps

Security & Compliance (SOC 2 prep)

TECH STACK
AWS (EKS, RDS, S3, CloudFront, Lambda)
Terraform
GitHub Actions
Datadog
Vault
ArgoCD
PostgreSQL
Redis
KEY RESULTS

40% reduction in monthly AWS costs ($15K → $9K)

10x faster deployments (2 days → 2 hours)

99.9% uptime (from 97.5%)

80% reduction in manual operations

Zero security incidents

SOC 2 compliance readiness achieved

About the Client

Our client is a rapidly growing Israeli B2B SaaS platform providing analytics and data visualization tools to enterprise customers across Europe and North America. With annual recurring revenue exceeding $10M and ambitious growth targets, they needed enterprise-grade infrastructure reliability and scalability. Their engineering team of 25 developers was spending more time fighting infrastructure fires than building product features. As a compliance-focused business serving Fortune 500 clients, they needed robust security controls and audit trails to achieve SOC 2 certification.

Challenges

Skyrocketing AWS Costs

Monthly AWS bill had grown from $5K to $15K in 6 months without corresponding growth in revenue or users. No cost visibility, over-provisioned resources, and inefficient architecture.

Pain Points:

No cost attribution per customer or feature

Production databases running 24/7 on oversized instances

Development environments never shut down

No Reserved Instances or Savings Plans

Unoptimized data transfer and storage costs

Manual Infrastructure Management

All infrastructure changes were done manually through AWS Console. No version control, no reproducibility, and significant drift between environments.

Pain Points:

Production deployments took 2-3 days with manual checklists

Environment configuration drift caused mysterious bugs

Onboarding new developers took weeks

Disaster recovery was untested and undocumented

Compliance audits revealed gaps in change tracking

Frequent Production Incidents

Weekly production incidents and outages were damaging customer trust and SLA compliance. No observability, reactive firefighting, and weekend escalations.

Pain Points:

Average 2.5% monthly downtime (97.5% uptime)

Mean Time To Recovery (MTTR) of 4+ hours

No proactive monitoring or alerting

On-call engineers burned out from frequent pages

Customers complaining about reliability

Security & Compliance Gaps

Preparing for SOC 2 audit revealed significant security and compliance gaps. Manual processes, no audit trails, and inconsistent security controls.

Pain Points:

Secrets stored in plaintext in repositories

No centralized IAM management

Incomplete logging and audit trails

No automated vulnerability scanning

Manual security patching falling behind

Goals

Reduce AWS costs by 30-40% without impacting performance

Implement FinOps best practices, rightsize resources, optimize data transfer, and establish cost accountability per team and customer.

Achieve 99.9% uptime and sub-30-minute MTTR

Build reliable, self-healing infrastructure with comprehensive observability and automated incident response.

Codify all infrastructure and enable self-service deployments

Migrate to Infrastructure as Code with Terraform, establish GitOps workflows, and enable developers to deploy safely without DevOps intervention.

Prepare for SOC 2 Type II certification

Implement security controls, audit trails, and compliance automation required for SOC 2 certification within 6 months.

HostingX Solution

1. Assessment & Architecture Design

HostingX conducted a comprehensive 2-week assessment of the existing AWS environment, analyzing account structure, VPC networking, compute and database utilization, CI/CD pipelines, monitoring gaps, security posture, and cost allocation. We identified $6K/month in immediate cost savings opportunities and designed a target architecture featuring multi-account AWS organization, Terraform-managed infrastructure, EKS-based application platform, automated CI/CD with GitOps, centralized observability, and zero-trust security model.

2. Implementation

Infrastructure as Code & Cloud Foundation

Migrated all infrastructure to Terraform with modular, reusable components. Established multi-environment strategy (dev, staging, production) with consistent configuration and automated testing.

AWS Account Structure

Implemented AWS Organizations with separate accounts for production, staging, development, and shared services (logging, monitoring, security). Centralized billing and cost allocation tags.

AWS Organizations
AWS Control Tower
AWS SSO
Networking & Security

Designed VPC architecture with public/private/database subnets across 3 availability zones. Implemented transit gateway for inter-VPC communication, VPN for developer access, and network segmentation with security groups and NACLs.

AWS VPC
Transit Gateway
Security Groups
AWS VPN
Compute & Kubernetes

Migrated application workloads to Amazon EKS with auto-scaling node groups. Implemented pod autoscaling, spot instances for dev/staging, and efficient resource allocation with resource requests/limits.

Amazon EKS
Karpenter
Spot Instances
Helm
Databases & Storage

Optimized RDS PostgreSQL with reserved instances, automated backups, and read replicas. Implemented lifecycle policies for S3 storage with intelligent tiering and archiving to Glacier.

Amazon RDS
Amazon S3
S3 Lifecycle Policies
AWS Backup
Terraform
Terragrunt
AWS
Git

CI/CD & Automation

Built automated deployment pipelines with GitHub Actions, implementing GitOps workflows for infrastructure and application deployments. Established automated testing, security scanning, and progressive delivery.

Infrastructure Pipeline

Terraform changes go through automated planning, validation, security scanning (Checkov), cost estimation (Infracost), and peer review before apply. Automatic rollback on failures.

GitHub Actions
Terraform Cloud
Checkov
Infracost
Application Pipeline

Automated build, test, security scan (Snyk, Trivy), container image creation, and deployment to Kubernetes. Blue/green deployments with automated smoke tests and rollback.

GitHub Actions
ArgoCD
Snyk
Trivy
Harbor
GitOps Workflow

All deployments declared in Git and synced to Kubernetes via ArgoCD. Complete audit trail, easy rollbacks, and separation of build/deploy concerns.

ArgoCD
GitHub
Kustomize
GitHub Actions
ArgoCD
Docker
Kubernetes

Observability, Security & Governance

Implemented comprehensive monitoring, logging, and tracing with Datadog. Built automated alerting with PagerDuty integration. Established security scanning, secrets management, and compliance automation.

Monitoring & Alerting

Unified observability platform with metrics, logs, and traces. Custom dashboards for application health, infrastructure utilization, and business KPIs. Smart alerting with reduced noise.

Datadog
AWS CloudWatch
PagerDuty
Prometheus
Security & Secrets Management

Implemented HashiCorp Vault for secrets management with dynamic database credentials and automated rotation. Container image scanning, dependency scanning, and automated security patching.

Vault
AWS Secrets Manager
Snyk
Trivy
AWS GuardDuty
Logging & Audit Trails

Centralized logging to Datadog with CloudTrail for AWS API calls, Kubernetes audit logs, and application logs. Automated compliance reports and security event monitoring.

Datadog Logs
AWS CloudTrail
AWS Config
Falco
Datadog
Vault
AWS Security Hub
PagerDuty

Architecture Overview

The architecture consists of a multi-account AWS organization with production, staging, and development accounts. Applications run on Amazon EKS clusters with auto-scaling node groups across 3 availability zones. RDS PostgreSQL provides the database layer with automated backups and read replicas. CloudFront CDN accelerates content delivery. All infrastructure is defined in Terraform and deployed via GitHub Actions with ArgoCD managing Kubernetes deployments. Datadog provides unified observability, while Vault manages secrets and credentials. Transit Gateway connects VPCs, and Site-to-Site VPN enables secure developer access.

AWS CloudOps and Infrastructure as Code architecture implemented by HostingX for Israeli SaaS company, showing multi-account structure, EKS clusters, RDS databases, CloudFront CDN, and automated CI/CD pipelinesAWS CloudOps and Infrastructure as Code architecture implemented by HostingX for Israeli SaaS company, showing multi-account structure, EKS clusters, RDS databases, CloudFront CDN, and automated CI/CD pipelines

☁️

Multi-Account AWS

Separate accounts for prod/staging/dev with centralized billing and security controls via AWS Organizations

⚙️

Amazon EKS

Kubernetes clusters with auto-scaling, spot instances, and container orchestration for application workloads

🗄️

RDS PostgreSQL

Managed database with multi-AZ deployment, automated backups, read replicas, and reserved instances

🚀

CI/CD Automation

GitHub Actions for build/test, ArgoCD for GitOps deployments, automated security scanning and rollback

📊

Datadog Observability

Unified platform for metrics, logs, traces, and APM with custom dashboards and intelligent alerting

🔒

Security & Compliance

Vault for secrets, AWS Security Hub, automated scanning, audit trails, and SOC 2 compliance controls

Results & Impact

Key Outcomes

40%

Reduction in AWS costs

$15K → $9K monthly ($72K annual savings)

10x

Faster deployments

2 days → 2 hours

99.9%

Service uptime

From 97.5% to 99.9%

80%

Less manual work

Automated operations

< 30min

Mean Time To Recovery

Down from 4+ hours

Zero

Security incidents

SOC 2 ready

Before vs After

MetricBefore HostingXAfter HostingXImprovement
Monthly AWS costs$15,000$9,00040% reduction
Deployment frequency1-2 per week10+ per day10x increase
Service uptime97.5%99.9%2.4% improvement
Mean Time To Recovery4+ hours< 30 minutes8x faster
Infrastructure changes100% manual100% automated via IaCFull automation
Security incidents2-3 per quarter0100% reduction
"HostingX transformed our infrastructure from a liability into a competitive advantage. The cost savings paid for the entire engagement in just 3 months, and now our developers can deploy with confidence. The 24/7 CloudOps support gives us peace of mind we never had before."
David Cohen

CTO, [Client Company]

Why HostingX

HostingX brings deep AWS and DevOps expertise specifically tailored for Israeli and EMEA SaaS companies. Our team has implemented CloudOps and Infrastructure as Code for dozens of fast-growing startups, understanding the unique challenges of scaling infrastructure while managing costs. We provide 24/7 managed services with Hebrew and English support, collaborate through hands-on workshops and knowledge transfer, and focus on automation, reliability, and cost optimization. Unlike large consulting firms, we deliver practical solutions fast, stay engaged for ongoing optimization, and become an extension of your engineering team.

Tech Stack & Services Used

AWS Services

Amazon EKS

Kubernetes orchestration

Amazon S3

Object storage

AWS Lambda

Serverless functions

Amazon VPC

Networking

AWS Organizations

Multi-account management
Infrastructure as Code

Terraform

Infrastructure provisioning

Terragrunt

Terraform wrapper

Checkov

IaC security scanning

Infracost

Cost estimation
CI/CD & GitOps

GitHub Actions

CI/CD pipelines

ArgoCD

GitOps for Kubernetes

Helm

Kubernetes package manager

Kustomize

Kubernetes configuration management
Observability & Monitoring

Datadog

Unified observability

Prometheus

Metrics collection

PagerDuty

Incident management
Security & Compliance

HashiCorp Vault

Secrets management

AWS GuardDuty

Threat detection

AWS Security Hub

Security posture

Snyk

Vulnerability scanning

Trivy

Container scanning

FAQ: AWS CloudOps & IaC for SaaS / Enterprise Software

Companies often ask us similar questions before we start a project, so we've included short answers below.

AWS CloudOps combines cloud operations management, automation, and best practices to run reliable, secure, and cost-efficient AWS infrastructure. For SaaS companies, it means reduced operational overhead, faster deployments, better uptime, and predictable costs. HostingX provides 24/7 managed CloudOps services specifically for Israeli and EMEA SaaS businesses.

Implementation timeline depends on infrastructure complexity and organization readiness. Most projects follow this pattern: 2 weeks for assessment and design, 6-12 weeks for implementation (infrastructure migration, IaC, CI/CD, observability), and 2-4 weeks for testing and knowledge transfer. We often deliver quick wins (cost savings, monitoring) in the first month while building toward the complete solution.

Absolutely. We specialize in incremental migrations and brownfield transformations. We assess your current AWS environment, identify improvement opportunities, and create a phased migration plan that minimizes disruption. We can work with your existing tools (Jenkins, GitLab, Prometheus, etc.) or recommend better alternatives. The goal is pragmatic improvement, not a disruptive "rip and replace."

Minimal preparation is needed to get started. We typically need: (1) AWS account access for assessment, (2) overview of your current architecture and pain points, (3) access to key stakeholders (CTO, DevOps lead, engineers), and (4) clarity on business goals (cost reduction, reliability, compliance, etc.). We handle the rest – discovery, design, implementation, and knowledge transfer.

Cost savings vary by starting point, but most clients see 30-50% reduction within 3-6 months. Common savings sources include: rightsizing over-provisioned resources (20-30%), implementing Reserved Instances and Savings Plans (40-60% on baseline compute), optimizing storage with lifecycle policies (30-50%), eliminating idle resources (varies), and architecting for efficiency (10-30%). We provide detailed cost analysis during the assessment phase.

Yes! HostingX offers 24/7 managed CloudOps services including proactive monitoring, incident response, performance optimization, cost management, security updates, and continuous improvement. Many clients start with implementation and transition to ongoing managed services. We become an extension of your team, handling infrastructure operations so your engineers can focus on product development.

Ready to Reduce Your AWS Costs and Stabilize Your Infrastructure?

Talk to HostingX Israel about AWS CloudOps and get a free assessment of your current setup. Let's discuss how Infrastructure as Code, automation, and 24/7 managed services can transform your operations.
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