Slow and Manual Deployments
Replace inconsistent release processes with automated CI/CD pipelines that make deployment faster and more reliable.
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Cloud & DevOps
AI Infrastructure Services
Model serving, GPUs, and LLMOps for production AI.
Overview
What is AI Infrastructure?
Model serving, GPUs, and LLMOps for production AI.
AI Infrastructure is part of our Cloud & DevOps services — production-ready, integrated with your stack, and built to scale.
What Cloud & DevOps can help you achieve
- Automate build, testing, and deployment workflows to release updates more consistently.
- Build cloud infrastructure that can support increasing traffic, users, workloads, and data volumes.
- Use monitoring, alerts, and operational safeguards to identify issues before they disrupt users.
- Create repeatable cloud environments that are easier to manage, maintain, and optimize.
Business challenges
Business Challenges Cloud & DevOps Services Help Solve
Cloud and DevOps services help businesses improve infrastructure reliability, accelerate software delivery, and reduce the operational risks of running production systems.
Infrastructure That Cannot Scale
Build cloud environments that support growing users, traffic, workloads, and application complexity.
Frequent Downtime and Performance Issues
Improve visibility with monitoring, alerts, and operational safeguards designed for production systems.
Inconsistent Development Environments
Standardize infrastructure across development, testing, and production using containers and infrastructure automation.
Rising Cloud Costs
Improve resource allocation, cloud architecture, and operational efficiency to reduce unnecessary infrastructure spend.
Difficulty Running AI Workloads
Deploy the infrastructure required for LLM applications, AI agents, model APIs, data pipelines, and GPU-enabled workloads.
WHAT WE BUILD
AI Infrastructure We Build
We design cloud infrastructure and delivery systems that help businesses deploy faster, operate reliably, and scale software with confidence.
Cloud Infrastructure
Design secure, scalable cloud environments for SaaS platforms, enterprise applications, APIs, and AI-powered systems.
ViewKubernetes & Docker
Containerize applications and orchestrate workloads with Docker and Kubernetes for more consistent, portable, and scalable deployments.
ViewCI/CD Pipelines
Automate software building, testing, and deployment to release updates faster with fewer manual steps and lower operational risk.
ViewAI Infrastructure
Deploy infrastructure for LLM applications, AI agents, vector databases, model APIs, data pipelines, and GPU-enabled workloads.
ViewAWS, Azure & Google Cloud Solutions
Build and optimize cloud environments using AWS, Microsoft Azure, and Google Cloud based on your technical and business requirements.
ViewDevOps Automation
Automate infrastructure provisioning, environment configuration, monitoring, and operational workflows to improve consistency and reliability.
ViewIndustry applications
Cloud & DevOps Solutions by Industry
Infrastructure designed around the demands of your sector.
HealthTech
Cloud and DevOps services help HealthTech businesses run secure, reliable platforms and maintain consistent performance across digital healthcare workflows.
- Cloud infrastructure for healthcare platforms
- Secure application deployment
- Monitoring and incident alerts
- Environment standardization
- Infrastructure scaling for growing users
FinTech & Financial Services
Cloud and DevOps services help financial organizations improve system reliability, manage operational risk, and support high-volume digital services.
- Secure cloud architecture
- Automated deployment pipelines
- High-availability infrastructure
- Performance monitoring and alerts
- Scalable environments for financial applications
Ecommerce
Cloud and DevOps services help ecommerce businesses maintain performance during traffic spikes, deploy improvements faster, and operate digital platforms reliably.
- Infrastructure for peak traffic periods
- Scalable ecommerce environments
- Automated deployment pipelines
- Monitoring for checkout and order workflows
- Cloud cost optimization
AdTech
Cloud and DevOps services help advertising technology businesses process large workloads, support data-heavy applications, and maintain reliable platform performance.
- Scalable data-processing infrastructure
- Containerized application deployment
- High-volume API infrastructure
- Monitoring and performance optimization
- Cloud automation for campaign platforms
EdTech
Cloud and DevOps services help education businesses deliver stable digital learning experiences across growing user bases and changing demand.
- Scalable learning platform infrastructure
- Reliable content delivery environments
- Automated software releases
- Monitoring for student-facing applications
- Cloud infrastructure optimization
Consulting
Cloud and DevOps services help consulting firms deploy secure client-facing tools, improve internal systems, and manage cloud environments more efficiently.
- Cloud infrastructure for client portals
- Secure deployment workflows
- Internal platform automation
- Monitoring and operational visibility
- Infrastructure modernization
Technology ecosystem
Technologies We Use for Cloud & DevOps Engineering
Cloud-native, automation-ready, and designed for production.
Cloud Platforms
AWSMicrosoft AzureGoogle Cloud
Containers & Orchestration
DockerKubernetesAmazon EKSAzure Kubernetes ServiceGoogle Kubernetes Engine
Infrastructure as Code
TerraformAWS CloudFormationAnsible
Powered byGrayphiteCloud Stack
CI/CD & Automation
GitHub ActionsGitLab CI/CDJenkinsAzure DevOps
Monitoring & Observability
PrometheusGrafanaDatadogCloudWatchAzure Monitor
Data & AI Infrastructure
PostgreSQLRedisvector databasesmodel APIsGPU-enabled cloud infrastructure
AI Project Estimator
Estimate Your Cloud Project
Estimate your cloud and automation opportunity in minutes. Tell us about your infrastructure, workloads, and goals, and we will outline likely savings, complexity, and where to start.
- Estimate automation & savings
- Identify the right cloud setup
- Understand migration complexity
- Receive a recommended next step
Our process
Our Cloud & DevOps Engineering Process
From infrastructure planning to reliable production operations.
Assessment & Strategy
- Current infrastructure review
- Application and workload assessment
- Security and scalability requirements
- Cloud opportunity mapping
Architecture Blueprint
- Cloud architecture design
- Environment and deployment planning
- Infrastructure-as-code strategy
- Monitoring and observability plan
Implementation & Automation
- Cloud infrastructure provisioning
- Containerization and orchestration
- CI/CD pipeline setup
- Environment configuration
Testing & Deployment
- Performance and load testing
- Security validation
- Deployment readiness review
- Production rollout
Monitor & Optimize
- Infrastructure monitoring
- Performance optimization
- Cloud cost review
- Continuous operational support
Case studies
Real systems Measured outcomes
Featured case study
AI-Powered Website & Marketing Automation Platform
Read the full case study
AI-Powered Google Ads Performance Evaluation Platform
View Case Study
LENZ Transforms Marketing Attribution into Revenue Intelligence
View Case Study
EFC Scales Multi-Product Engineering with Embedded Teams
View Case Study
Polaris Builds AI-Powered Legal Collaboration with RAG-Driven Intelligence
View Case Study FAQ
Common questions, answered
What are Cloud & DevOps services?+
Cloud and DevOps services help businesses build, deploy, monitor, automate, and scale software infrastructure more reliably.
What cloud platforms does Grayphite support?+
Grayphite works with AWS, Microsoft Azure, and Google Cloud to design, deploy, optimize, and manage cloud environments.
What is cloud infrastructure?+
Cloud infrastructure includes the computing resources, storage, networking, databases, security controls, and deployment environments required to run software applications in the cloud.
What is DevOps automation?+
DevOps automation uses tools and workflows to reduce manual work across infrastructure provisioning, testing, deployments, monitoring, and operational processes.
What is a CI/CD pipeline?+
A CI/CD pipeline automates software building, testing, and deployment so teams can release updates faster and more consistently.
What is the difference between Docker and Kubernetes?+
Docker packages applications into portable containers. Kubernetes helps deploy, manage, and scale containerized applications across infrastructure environments.
Can Grayphite migrate applications to the cloud?+
Yes. We help businesses assess existing systems, design cloud architecture, migrate applications and data, validate performance, and optimize production environments.
Can you improve an existing cloud environment?+
Yes. We review existing infrastructure, identify reliability and scalability issues, improve automation, optimize cloud resources, and strengthen monitoring.
Does Grayphite provide AWS cloud services?+
Yes. We design, deploy, and optimize AWS infrastructure for SaaS platforms, enterprise applications, APIs, data systems, and AI workloads.
Does Grayphite work with Azure and Google Cloud?+
Yes. We build cloud solutions using Microsoft Azure and Google Cloud based on your application requirements, existing systems, and business goals.
What is infrastructure as code?+
Infrastructure as code is the practice of defining and managing infrastructure through reusable configuration files. It improves consistency, repeatability, and deployment speed.
Can you build infrastructure for AI and LLM applications?+
Yes. We deploy infrastructure for LLM applications, AI agents, model APIs, vector databases, data pipelines, and GPU-enabled workloads.
How do you monitor cloud infrastructure?+
We use monitoring, logging, alerting, dashboards, and observability tools to track system performance, availability, and operational issues.
Can DevOps reduce software deployment time?+
Yes. Automated pipelines, standardized environments, and repeatable deployment workflows can help teams release software faster and reduce manual errors.
How do you improve cloud security?+
We apply secure architecture, access controls, environment separation, monitoring, infrastructure configuration reviews, and deployment practices aligned with project requirements.
Can you help optimize cloud costs?+
Yes. We review infrastructure usage, resource allocation, scaling policies, and architecture decisions to identify opportunities for better cloud efficiency.
Do you provide Kubernetes consulting and implementation?+
Yes. We help businesses assess, design, deploy, and manage Kubernetes environments for containerized applications and scalable workloads.
How long does a Cloud & DevOps project take?+
Timelines depend on the current infrastructure, number of applications, migration needs, security requirements, and automation scope. A focused implementation may take several weeks, while a larger transformation usually requires a phased rollout.
Does Grayphite provide ongoing DevOps support?+
Yes. We provide monitoring, infrastructure optimization, cloud support, pipeline improvements, troubleshooting, and continuous operational assistance.
How do I start a Cloud & DevOps project with Grayphite?+
Start by sharing your current infrastructure, applications, deployment workflows, and scalability goals. Our team will recommend the right cloud and DevOps approach and define a practical implementation roadmap.
Free consultation · 30 min
Get in touch
San Jose · HQ
123 E San Carlos St, CA 95112
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London
71-75 Shelton St, Covent Garden
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Toronto
1 Yonge St, Ontario M5E 1W7
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