Most cloud migrations don't stall because of AWS or Azure. They stall because teams get overwhelmed by runaway bills, brittle Kubernetes clusters, and AI workloads that choke in production. We partner directly with your engineering team to fix the foundation — hands-on, in production code.
Production stacks we build and run
“No 80-page PowerPoint decks, no junior consultants billed as experts. You work directly with principal engineers who have designed multi-region platforms, optimized GPU inference pipelines, and reclaimed millions in wasted cloud spend.”
These are the recurring challenges CTOs and engineering directors bring to us when their teams are stretched thin.
Your cloud bill grew 40% quarter-over-quarter, but traffic only grew 10%. Over-provisioned nodes, unattached storage volumes, and unoptimized batch jobs are quietly consuming your budget.
Deployments take 45 minutes, staging constantly drifts from production, and your senior engineers spend half their week debugging CI/CD pipelines instead of shipping features.
Your data science team trained a great model, but when real users hit it, inference latency spikes to 2 seconds and GPUs sit idle at 40% memory utilization.
CloudSpecialist AI is the hands-on cloud and AI infrastructure partner of Xavvy, the UK enterprise IT advisory firm and AI product studio. Together we take programs from executive roadmap all the way down to running Terraform.
Engagement model, joint services and who does what on a combined program.
View the Partners pageWe believe in leaving your internal team stronger and fully self-sufficient. Everything we build is written in clean, modular Terraform and documented for your engineers.
We audit your Kubernetes clusters, cloud telemetry, and billing data. We pinpoint exact bottlenecks, security gaps, and immediate cost savings with zero production disruption.
We author modular Terraform blueprints, configure hardened cluster pipelines, and benchmark performance in staging alongside your lead engineers.
Phased canary rollout with active-active routing, automated failovers, and live validation under peak customer traffic.
Your team receives full repository ownership, runbooks, and architectural documentation. We remain available for escalations and quarterly reviews.
Client names are withheld under NDA. Happy to walk through the architecture on a call.
A growing fintech was struggling with Kubernetes cluster drift and strict PCI-DSS audit deadlines. We migrated 340+ microservices to automated multi-region EKS with Cilium eBPF encryption, achieving a zero-downtime cutover.
A healthtech genomics startup faced severe GPU memory starvation under concurrent hospital API queries. We restructured their serving pipeline with vLLM and dynamic GPU slicing (MIG) on spot fleets.
No salespeople. You'll speak directly with a principal cloud architect about your architecture, current pain points, and realistic timelines.
DIRECT INBOX hello@cloudspecialist.work