Cloud & Infrastructure Engineering Case Study:

Cost-Efficient Cloud Monitoring & Governance

Innovate. Automate. Secure. Transform.

Context

A multi-region enterprise operating across finance, logistics, and retail sectors struggled to maintain unified visibility across its hybrid and multi-cloud environments. Cloud cost overruns, inconsistent governance, and delayed incident response times led to inefficiencies and non-compliance with internal risk frameworks. The client required a single, scalable cloud monitoring and governance framework to optimize costs, standardize observability, and ensure data protection.

Challenge

The enterprise faced several recurring issues:

  • Fragmented monitoring across AWS, Azure, and on-premise systems.
  • Redundant workloads driving up cloud bills by over 20%.
  • Siloed dashboards with limited correlation between performance and cost metrics.
  • Lack of automated alerts for compliance and operational anomalies.
  • Manual remediation processes increasing MTTR (Mean Time to Resolve) and reducing agility.

SentinelX Approach

SentinelX Digital’s experts collaborated with client engineering teams to design and deploy a centralized Cloud Monitoring & Governance Framework aligned to FinOps and DevSecOps principles:

  • Unified Observability Platform: Integrated Splunk, CloudWatch, and Azure Monitor into a single observability dashboard, consolidating KPIs across performance, security, and financial domains.
  • Automated Cost Governance: Implemented AI-driven cost anomaly detection and tagging policies for workload optimization, reducing idle compute and storage costs.
  • Policy-as-Code: Established automated compliance and access controls using Terraform and Azure Policy to enforce security posture at scale.
  • Predictive Monitoring: Introduced ML-based alerts to anticipate system degradation and proactively trigger resolution workflows.
  • Cross-Cloud Standardization: Created a governance library with modular templates for continuous compliance across all providers (AWS, Azure, GCP).

Outcomes & Impact

  • ~25% reduction in redundant workload costs.
  •  ~20% improvement in incident detection and resolution times.
  • Enhanced compliance alignment with ISO 27001 and SOC 2 frameworks.
  • Unified visibility across business units and cloud providers.
  • Automated reporting reduced manual oversight by 40%, freeing teams for innovation.

Technology Stack

Splunk | CloudWatch | Azure Monitor | Terraform | Azure Policy | AWS Config | Python | Power BI | Kubernetes | Grafana

Disclaimer

This case study is illustrative of SentinelX Digital’s methodologies and delivery expertise in cloud governance, cost optimization, and observability solutions. All metrics are indicative and anonymized to reflect representative outcomes in similar enterprise environments.