AI, Cloud & Infrastructure Optimization — From Code to Data Centers
We help companies make the most of their technology investments. Our approach combines best practices from DevOps, AI, and cloud technologies to deliver high performance, reliability, and scalability for your systems.
Our Focus Areas
We identify root causes of overspending, not just cut individual cost items. We eliminate systemic sources of inefficiency and build a sustainable cost management model.
FinOps for AI
Optimizing ML/AI workload costs: GPU/TPU, training and inference, data storage, processing pipelines. We help build AI product economics, reduce model training costs, and ensure cost predictability at scale.
FinOps for Public Clouds
Full cloud cost management cycle (AWS, Azure, GCP, etc.): rightsizing, commitment strategies (RI/SP/CUD), product allocation, budgeting and unit economics. Focus on systematic control and cost transparency.
FinOps for Data Centers
Applying FinOps approach to on-prem infrastructure: TCO modeling, capacity utilization optimization, licenses, power consumption and capacity planning. Helping make informed decisions on migration and hybrid strategy.
Code & Architecture Optimization
Working at the application level: eliminating redundant computations, inefficient queries, suboptimal memory and storage usage. Redesigning architecture to reduce compute load and improve performance at lower cost.
How We Work
Choose the engagement model that fits your team and budget.
Engineer-Led Audit
Our engineers manually review your entire infrastructure — databases, code hot paths, logging pipelines, architecture. Full hands-on deep dive with detailed findings and a step-by-step optimization roadmap.
AI-Powered Optimization
Our AI module automatically analyzes your cloud infrastructure, detects cost bottlenecks, and prepares optimization recommendations on its own. Fast, scalable, and available 24/7.
AI + Engineers Together
The best of both worlds. AI handles the initial analysis and surfaces the biggest opportunities, then our engineers and yours work together to implement deep, high-impact optimizations.
Why Deep Optimization
Basic cost-cutting vs. engineering-driven optimization
40–70% Cost Reduction
Not 5–10% from turning things off, but real savings from eliminating inefficiency at its source.
Performance Gains
Optimized code and databases don't just cost less — they run faster. Your users notice.
Long-Term Results
We fix root causes, not symptoms. Our optimizations compound over time as your traffic grows.
Engineering Expertise
Our team has deep experience in systems programming, database internals, and cloud architecture.
Get Started
Leave your details and we'll get back to you with a free infrastructure cost assessment.