Case Studies

Outcomes, not proposals

Results from enterprise AI and Kubernetes engagements. Each case study tells the story of a real production challenge — and how we solved it.

THNKBIG is a US-based Kubernetes and DevOps consulting firm with a track record of delivering measurable results for enterprises across Texas, California, Florida, and Washington DC. Our case studies document the real challenges faced by organizations in healthcare, financial services, aerospace, government, energy, manufacturing, and retail — and the specific outcomes we achieved together.

We believe in transparency about outcomes. Each case study includes specific metrics: deployment frequency improvements, cost reductions, time-to-compliance, and operational efficiency gains. These aren't hypothetical projections — they're measured results from production environments in Austin, Houston, Dallas, San Antonio, Los Angeles, San Francisco, and beyond. When we claim 60% cost reduction or 90% faster deployments, those numbers come directly from client dashboards.

Our engagements span diverse challenges but share common patterns: legacy infrastructure modernization, Kubernetes adoption and optimization, security and compliance automation, and platform engineering maturity. Whether a Fortune 500 energy company reducing cloud spend or a healthcare organization achieving HIPAA compliance on Kubernetes, the underlying methodology remains consistent — assess current state, define measurable goals, implement iteratively, and validate outcomes.

Browse our case studies to see if your challenges align with what we've solved. Each engagement begins with a free assessment where we evaluate your environment and provide specific recommendations — regardless of whether you choose to work with us. The assessment-first approach ensures we only take on engagements where we're confident we can deliver transformative results.

Enhancing Automated Compliance Enforcement
Infrastructure

Enhancing Automated Compliance Enforcement

The Client‍A fast-growing US FinTech company specializing in real-time payment processing and fraud prevention needed to strengthen compliance across ...

80% Fewer Compliance Violations
5-Minute Violation Detection
Optimizing Kubernetes Clusters for Performance
Kubernetes

Optimizing Kubernetes Clusters for Performance

Our client—a Houston‑based Fortune 500 energy company—uses a fleet of Kubernetes clusters to process real‑time drilling telemetry, production‐well ana...

99.9 % peak‑event uptime
$85K Monthly cost reduction
Automating Cloud Infrastructure with Kubernetes and Ansible
Financial Services Kubernetes

Automating Cloud Infrastructure with Kubernetes and Ansible

A Fortune 500 financial institution managing $2.3 trillion in assets faced critical inefficiencies in their cloud environment — high operational costs...

30% Reduction in Cloud Costs
50% Faster Deployments
Implementing Zero‑Trust Identity Management for a Global Healthcare Firm
Healthcare Security

Implementing Zero‑Trust Identity Management for a Global Healthcare Firm

A global healthcare technology firm serving 12 million patients across 400+ hospital networks needed to modernize its identity and access management (...

50% Reduction in Security Incidents
99.7% MFA Adoption Rate
Improving Real-Time Data Analytics with Kubernetes
DevOps

Improving Real-Time Data Analytics with Kubernetes

Client Overview‍The client is a global logistics and transportation company providing end-to-end supply chain solutions for industries such as retail,...

50% Faster data processing
30% Cost reduction
Accelerating Model Deployment with Kubernetes
AI/MLOps

Accelerating Model Deployment with Kubernetes

Client OverviewAs a Fortune 500 e-commerce leader serving 120 million monthly active users across 35 countries, our client operates one of the world's...

10x Faster Model Deployments
45% Lower Cloud GPU Spend
Industrial-Grade Patch Automation: How a Manufacturer Achieved 80% Faster Updates and 91% Fewer Compliance Gaps with Red Hat Ansible
DevOps

Industrial-Grade Patch Automation: How a Manufacturer Achieved 80% Faster Updates and 91% Fewer Compliance Gaps with Red Hat Ansible

This Fortune 250 manufacturing leader operates a vast technology infrastructure supporting global production and innovation. With 8,000+ servers acros...

80% Faster Critical Patch Deployment
91% Reduction in Compliance Deficiencies
Scaling E‑Commerce Infrastructure for a National Retail Chain
Retail Kubernetes

Scaling E‑Commerce Infrastructure for a National Retail Chain

A national retail chain operating 1,200+ stores and a rapidly growing e‑commerce platform needed to modernize its cloud infrastructure to handle seaso...

99.95% Peak Event Uptime
40% Infrastructure Cost Reduction
Accelerating Classified Software Delivery on EKS in AWS GovCloud
Kubernetes

Accelerating Classified Software Delivery on EKS in AWS GovCloud

Client Overview‍THNKBIG and a premier U.S. defense contractor to collaborated to revolutionize their delivery of mission-critical software capabilitie...

94% Fewer Critical Vulnerabilities at Release
90% Faster IL-5 Environment Provisioning
Migrating to GitHub Actions for CI/CD Efficiency
DevOps

Migrating to GitHub Actions for CI/CD Efficiency

Client OverviewA cloud-native SaaS provider with 300 developers managing 150+ microservices needed to modernize their CI/CD pipeline. Their legacy sys...

60% faster builds
3x release velocity
Transforming Patient Care with Azure Kubernetes & Zero‑Trust Security
Healthcare DevOps

Transforming Patient Care with Azure Kubernetes & Zero‑Trust Security

A prominent health tech provider serving hospitals and clinics nationwide faced critical challenges in managing their high-compliance digital infrastr...

75% Rapid Resolution
50% Scalability Surge

Ready to Become Our Next Success Story?

Every case study on this page started with a conversation. Organizations came to us with challenges that seemed intractable — unstable clusters, spiraling cloud costs, failed compliance audits, deployment backlogs measured in weeks. Our US-based team of certified Kubernetes experts worked alongside their engineers to implement solutions that delivered lasting results.

The THNKBIG team brings certifications from AWS, Microsoft Azure, Google Cloud, Red Hat, and the CNCF, combined with hands-on experience in regulated industries. We've achieved FedRAMP authorizations for federal clients, HIPAA compliance for healthcare organizations, PCI-DSS certification for financial services, and ITAR compliance for aerospace companies. Our methodology isn't theoretical — it's refined through hundreds of production deployments.

If your organization is facing challenges similar to what you see in these case studies, we'd welcome the opportunity to discuss how we might help. Our initial assessment is complimentary and provides specific, actionable recommendations regardless of whether you engage us for implementation. Contact our team to start the conversation.

Enterprise Kubernetes Consulting: Proven Results Across Industries

The case studies on this page represent a cross-section of THNKBIG's enterprise Kubernetes consulting engagements — organizations spanning financial services, healthcare, aerospace, government, energy, manufacturing, and retail that came to us with production challenges and left with measurable, sustained improvements. Our clients aren't early adopters experimenting with containers; they're enterprises with regulatory obligations, uptime requirements, and security postures that demand expert-level implementation. Kubernetes consulting at this level requires fluency not just in the technology, but in the compliance frameworks, industry conventions, and operational models that govern how these organizations run their infrastructure.

A recurring pattern across our case studies is the gap between initial Kubernetes adoption and production maturity. Many organizations arrive having deployed Kubernetes clusters — often using managed services like Amazon EKS, Azure AKS, or Google GKE — but without the platform engineering foundations needed to operate them reliably at scale. Clusters lack network policies, secrets management is manual and insecure, deployment pipelines are fragile, and observability is limited to basic metrics without the distributed tracing or log correlation needed to diagnose production incidents. THNKBIG's assessment-first engagement model starts by quantifying these gaps before recommending solutions, ensuring that our implementation roadmap addresses the actual risks rather than following a generic Kubernetes maturity template.

Security and compliance requirements define the technical architecture for many of our regulated industry clients. Healthcare organizations implementing Kubernetes must address HIPAA's requirements for PHI encryption, audit logging, and access controls. Financial services firms operating on Kubernetes need to satisfy PCI-DSS network segmentation requirements through Kubernetes network policies, pod security standards, and service mesh configurations that enforce mTLS. Federal agencies and defense contractors deploy on GovCloud with STIG-hardened cluster configurations, CMMC-compliant supply chain security, and FedRAMP-authorized tooling. THNKBIG has implemented compliant Kubernetes platforms across all of these regulatory contexts — and the resulting architecture decisions are documented in our case studies and technical guides.

The measurable outcomes in these case studies reflect our belief that Kubernetes consulting should produce business value, not just technical sophistication. Deployment frequency improvements, infrastructure cost reductions, incident resolution time decreases, and compliance audit preparation times are the metrics that matter to the business stakeholders who fund these initiatives. When our case studies cite specific percentages — 60% cost reduction, 90% faster deployments, 70% fewer incidents — those numbers come from client systems, not consultant estimates. We measure before and after, document the methodology, and stand behind the results.

Ready to make AI operational?

Whether you're planning GPU infrastructure, stabilizing Kubernetes, or moving AI workloads into production — we'll assess where you are and what it takes to get there.

US-based team · All US citizens · Continental United States only