Cloud & Infrastructure
Data-centric architecture for AI agents: avoiding infrastructure bloat
Transitioning from a model-first to a data-centric approach: how data structuring and FinOps discipline help enterprises...
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Dmytro Shevchuk
Cloud Architect & FinOps Lead, SL Global Service
Cloud solutions architect with 12 years of experience across Azure, AWS, and GCP. Specializes in enterprise workload migration, hybrid infrastructure, and FinOps practices for cost control. Leads managed services with SLA deployment for banks and telecom.
Cloud & Infrastructure
Governance for autonomous AI agents: controlling costs and security
Transitioning to autonomous AI agents requires robust infrastructure governance, including strict FinOps limits and arch...
Cloud & Infrastructure
Infrastructure readiness for AI: preparing enterprise environments for autonomous agents
Transitioning to autonomous AI agents requires shifting infrastructure focus: from model selection to building FinOps li...
Cloud & Infrastructure
Infrastructure readiness for AI-native solutions: Data and FinOps
How to prepare corporate data and optimize compute costs to ensure AI implementation does not result in uncontrolled clo...
Cloud & Infrastructure
AI cost forecasting and FinOps automation: the future of cost management by 2027
Shifting from reactive invoice analysis to proactive cost modeling during architectural design using unit economics and ...
Cloud & Infrastructure
Cloud-native architecture and cost: how design impacts TCO
Why cloud bills rise after migration and how to embed financial efficiency (FinOps) into infrastructure design during th...
Cloud & Infrastructure
Cloud governance: policies, tags, guardrails, and cost prevention
Effective cloud governance requires shifting from reactive cost-cutting to automated design-phase control and shared fin...
Cloud & Infrastructure
Anatomy of cloud billing: why budgets leak
Cloud budget control is a continuous architectural process. We analyze budget leaks, FinOps implementation, and practica...
Cloud & Infrastructure
Multi-cloud and hybrid infrastructure: when it makes sense
Analyzing a pragmatic approach to multi-cloud and hybrid architectures: how to avoid operational complexity traps, imple...
Cloud & Infrastructure
Cloud migration: lift-and-shift, re-platform, or re-architect
Choosing a cloud migration strategy is a financial and architectural decision. We analyze how to prevent budget growth u...
Cloud & Infrastructure
FinOps in enterprise: from chaotic cloud spending to unit economics
An overview of implementing a FinOps culture, the Inform-Optimize-Operate cycle, and unit economics principles to effect...
Cloud & Infrastructure
Platform engineering and IDP: optimizing cloud and security for banks
Platform Engineering and IDP are transforming development, optimizing cloud costs, and enhancing security amidst increas...