Are your AI/ML projects draining your cloud budget without clear ROI?
Are you struggling to track usage, justify cost spikes, or align cloud spending with financial goals?
You're not alone — and you're in the right place.
At AZS, we specialize in FinOps (Cloud Financial Management) for AI/ML-intensive environments across Finance, Healthcare, and Retail industries. We help you gain cost visibility, operational control, and financial accountability in the cloud — without slowing down innovation.
FinOps (Financial Operations) is the missing link between cloud agility and cost control.
Whether you're running AI/ML models, managing large-scale data pipelines, or deploying multi-cloud infrastructure — cloud spend can spiral fast without financial discipline. That’s where we come in.
● Full audit of current tagging and unallocated spend
● Enforced tagging policies (owner, env, department, workload)
● Cloud-native + custom dashboards (AWS Cost Explorer, Azure, GCP, Power BI)
● GPU/compute rightsizing for training & inference clusters
● Auto-scaling recommendations for variable workloads
● Spot instance and savings plan strategies
● Fair cost allocation across teams, models, and business units
● Monthly reporting with actionable insights
● Showback dashboards integrated with financial tools
● Predictive models for AI/ML cloud usage
● Budget alerts and anomaly detection
● CFO-ready reports for executive visibility
● Define and implement measurable KPIs (% tagged spend, % idle waste reduced)
● Set policy compliance baselines
● Monthly FinOps reviews with engineering, finance, and operations
📊 How We Work
✅ Up to 40% reduction in cloud waste for AI/ML workloads
✅ 100% visibility across environments, projects, and business units
✅ Up to 60% savings via Reserved Instances, Savings Plans, Spot usage
✅ Real-time budget control and forecast precision
Our team is dedicated to making your data work for you. Whether you want to build new systems or enhance existing ones, we bring the necessary experience, tools, and strategies to achieve that. Let’s drive value and foster innovation together.
Let’s turn your AI/ML cloud spend into strategic advantage.
In just 60 days, AZS AI Engineers helped us save $250K across our model training pipelines. We now have cost dashboards for each department and predictable cloud spend every quarter.” — Head of Infrastructure, FinTech Startup"
“Their FinOps strategy helped us comply with HIPAA, optimize our cloud GPUs, and show our CFO exactly where AI costs are going.” — VP of Engineering, HealthTech Enterprise