AI Infrastructure
AI Agents
Automation
Deploy Custom AI with Expert AI/ML Team
Deploy Custom AI with Expert AI/ML Team
Deploy LLMs, build custom agents, and optimize AI infrastructure—delivered by PhD-level AI/ML specialists.
Deploy LLMs, build custom agents, and optimize AI infrastructure—delivered by PhD-level AI/ML specialists.
We handle the complete AI lifecycle: secure LLM deployment, custom agent development, system integration, infrastructure optimization, and ongoing cost monitoring. Launch AI initiatives in weeks, not months.
We handle the complete AI lifecycle: secure LLM deployment, custom agent development, system integration, infrastructure optimization, and ongoing cost monitoring. Launch AI initiatives in weeks, not months.
We handle the complete AI lifecycle: secure LLM deployment, custom agent development, system integration, infrastructure optimization, and ongoing cost monitoring. Launch AI initiatives in weeks, not months.
Production-ready deployment in 4-8 weeks.
Complimentary AI strategy session ($5K value).
Working MVP delivered in 2-3 weeks.
Already running AI workloads? Optimize costs with our FinOps Consulting ->
Three Ways We Power Your AI Success
Three Ways We Power Your AI Success
From optimizing what you have to building what you need—we cover the full spectrum of AI operations.
From optimizing what you have to building what you need—we cover the full spectrum of AI operations.
Optimize AI Infrastructure
Optimize AI Infrastructure
Already running AI models or agents? We optimize your GPU utilization, reduce inference costs, improve performance, and eliminate waste—even if you built everything in-house. Cut costs by 40%+ while maintaining peak performance.
Already running AI models or agents? We optimize your GPU utilization, reduce inference costs, improve performance, and eliminate waste—even if you built everything in-house. Cut costs by 40%+ while maintaining peak performance.

Enhance AI Workflows
Enhance AI Workflows
Enhance AI Workflows
Improve existing AI workflows with better orchestration, monitoring, model fine-tuning, and automation. Our AI/ML scientists analyze your current setup and implement optimizations that deliver measurable improvements in speed, accuracy, and reliability.
Improve existing AI workflows with better orchestration, monitoring, model fine-tuning, and automation. Our AI/ML scientists analyze your current setup and implement optimizations that deliver measurable improvements in speed, accuracy, and reliability.

Develop Custom AI Agents
Develop Custom AI Agents
Need to build from scratch? Our team designs, develops, and deploys production-ready AI agents and workflows tailored to your business needs. From concept to deployment, we handle the entire development lifecycle.
Need to build from scratch? Our team designs, develops, and deploys production-ready AI agents and workflows tailored to your business needs. From concept to deployment, we handle the entire development lifecycle.
Why Choose Cloudidr for AI Infrastructure Optimization?
Why Choose Cloudidr for AI Infrastructure Optimization?
Our team of PhD-level AI infrastructure specialists delivers measurable results, ensuring peak performance at a fraction of the cost of building an in-house team. Whether you're deploying your first LLM or scaling complex AI workflows, we provide flexible, cost-effective solutions tailored to your needs.
Our team of PhD-level AI infrastructure specialists delivers measurable results, ensuring peak performance at a fraction of the cost of building an in-house team. Whether you're deploying your first LLM or scaling complex AI workflows, we provide flexible, cost-effective solutions tailored to your needs.

Reduce AI Infrastructure Costs by Upto 80%
Reduce AI Infrastructure Costs by Upto 80% Develop Custom AI Agents
Optimize GPU utilization, eliminate model redundancies, and implement efficient inference strategies to dramatically reduce your AI infrastructure spend while maintaining peak performance.
Optimize GPU utilization, eliminate model redundancies, and implement efficient inference strategies to dramatically reduce your AI infrastructure spend while maintaining peak performance.

PHD - Level Expertise Without Overhead
PhD-Level Expertise Without the Overhead Develop Custom AI Agents
Access a team of AI infrastructure specialists with advanced degrees and real-world experience managing LLMs at scale—without the $200K+ salary and benefits of hiring full-time.
Access a team of AI infrastructure specialists with advanced degrees and real-world experience managing LLMs at scale—without the $200K+ salary and benefits of hiring full-time.

End - to -End AI Workflow Management
End-to-End AI Workflow Management Develop Custom AI Agents
From model selection and fine-tuning to deployment, monitoring, and continuous optimization—we handle every aspect of your AI infrastructure so you can focus on building products.
From model selection and fine-tuning to deployment, monitoring, and continuous optimization—we handle every aspect of your AI infrastructure so you can focus on building products.

Competitive Rates
No Long-Term Contracts – Flexible Solutions Develop Custom AI Agents
Competitive Rates
Our services adapt to your needs, whether you require highly experienced USA or price sensitive off shore developers
Our services adapt to your needs, whether you require highly experienced USA or price sensitive off shore developers
How Our AI Infrastructure Optimization Work
How Our AI Infrastructure Optimization Work
Designed to Deliver Complete AI Solutions—From Assessment to Production
Designed to Deliver Complete AI Solutions—From Assessment to Production
Day 7
Day 7


Comprehensive AI Assessment
Comprehensive AI Assessment
Our AI/ML scientists evaluate your current infrastructure, identify optimization opportunities, assess workflow requirements, and create a roadmap for improvements or new development.


Day 14
Day 14


Custom AI Performance Dashboard
Custom AI Performance Dashboard
Gain complete visibility into your AI operations with dashboards tracking GPU utilization, model performance, agent workflows, inference costs, and development progress.


Day 30
Day 30


Implementation & Development Begins
Implementation & Development Begins
Our team starts optimizing your infrastructure, enhancing existing workflows, or building new agent systems—delivering quick wins while executing on the long-term roadmap.


Day 60
Day 60


Deployment & Optimization
Deployment & Optimization
Deploy optimized infrastructure or new AI solutions to production with complete monitoring, automated workflows, and continuous optimization by our AI/ML scientists and engineering team.


Day 90
Day 90


Governance & Continuous Improvement
Governance & Continuous Improvement
Establish governance frameworks for model management, implement automated training pipelines, and begin next-phase development of advanced capabilities and workflow enhancements.


Continuous Cloud Cost Optimization
Eliminate Unnecessary Compute Spend in Weeks
Eliminate Unnecessary Compute Spend in Weeks

Cut AI Costs by 40%+ Immediately
Leverage our PhD-level expertise to optimize GPU allocation, reduce model inference costs, and eliminate unnecessary compute spend in weeks.

24/7 AI Infrastructure Monitoring
Immediately lower 30% of Cloud Bills
We track model performance, GPU utilization anomalies, and cost trends around the clock—providing detailed reports and proactive optimization recommendations.
Leverage our expertise to slash your cloud bills
Cost Monitoring and Optimization
Our tools track anomalies, analyze KPI trends, and provide detailed reports to optimize spending.

Save $150K with Fractional AI Team
Our experts integrate seamlessly with your operations, managing LLMs, tuning models, optimizing workflows, and driving AI efficiencies—at a fraction of the cost of hiring in-house specialists.
Common Questions
Common Questions
Common Questions
Haven’t found what you’re looking for? Contact us
Haven’t found what you’re looking for? Contact us
Is there a long-term commitment required for your services?
No long-term commitment is necessary. Our services operate on a fixed monthly retainer, and clients can cancel with a 60-day notice, offering flexibility and adaptability based on your evolving AI needs.
Can you optimise our existing AI infrastructure without rebuilding everything?
Do you build custom AI agents from scratch?
What Platforms and Frameworks do you work with?
What makes your team different from typical AI consulting firms?
Is there a long-term commitment required for your services?
No long-term commitment is necessary. Our services operate on a fixed monthly retainer, and clients can cancel with a 60-day notice, offering flexibility and adaptability based on your evolving AI needs.
Can you optimise our existing AI infrastructure without rebuilding everything?
Do you build custom AI agents from scratch?
What Platforms and Frameworks do you work with?
What makes your team different from typical AI consulting firms?
AI Infrastructure
AI Agents
AI Agents
Automation
Automation
Deploy Custom AI with Expert AI/ML Team
Deploy LLMs, build custom agents, and optimize AI infrastructure—delivered by PhD-level AI/ML specialists.
We handle the complete AI lifecycle: secure LLM deployment, custom agent development, system integration, infrastructure optimization, and ongoing cost monitoring. Launch AI initiatives in weeks, not months.
Production-ready deployment in 4-8 weeks.
Production-ready deployment in 4-8 weeks.
Complimentary AI strategy session ($5K value).
Complimentary AI strategy session ($5K value).
Working MVP delivered in 2-3 weeks.
Working MVP delivered in 2-3 weeks.
