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 AI assistants.
Yaryna Doroshenko6 min readCONTROLLED FINANCE
Cloud Solutions
Practical guidance on management accounting, budgeting, treasury, period close, financial controls and evidence-based AI.
Choose a topic
23 publications
Yaryna Doroshenko6 min readCloud-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 the application planning stage.
Yaryna Doroshenko6 min readCloud governance: policies, tags, guardrails, and cost prevention
Effective cloud governance requires shifting from reactive cost-cutting to automated design-phase control and shared financial responsibility between teams.
Yaryna Doroshenko5 min readFinOps practices for enterprise: from chaos to unit economics
A practical guide to cost allocation, rightsizing, and reserved capacity for CTOs and CFOs. Learn how to turn the cloud into a predictable and efficient business asset.
Yaryna Doroshenko6 min readAnatomy of cloud billing: why budgets leak
Cloud budget control is a continuous architectural process. We analyze budget leaks, FinOps implementation, and practical infrastructure optimization tools.
Yaryna Doroshenko6 min readCloud 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 using cost modeling and FinOps methodology.
Yaryna Doroshenko6 min readFinOps 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 effectively manage cloud spending in the enterprise sector.
Yaryna Doroshenko6 min readIntegrating AI/ML into products: From prototype to production
Transitioning from experimental ML models to robust enterprise systems using AWS Well-Architected Framework, Google SRE, and 12-Factor App principles.
Valerii Zadorozhnyi5 min readFinOps and multi-cloud strategies: Controlling IT budgets in 2026
Multi-cloud strategies without consistent FinOps transform cloud budgets into uncontrolled expenses where growth doesn't align with business value.
Yaryna Doroshenko5 min readAI у FinOps: Optimizing cloud spending in multi-cloud environments
AI in FinOps aids in forecasting and controlling cloud expenditure, ensuring budget transparency and resource management discipline.
Yaryna Doroshenko6 min readFinOps in multi-cloud: How banks optimize costs and boost efficiency
FinOps helps banks control rising cloud expenses, identify surplus resources, and ensure budget transparency in multi-cloud environments.
Yaryna Doroshenko7 min readOptimizing multi-cloud costs with AI and NIS2 compliance
AI-driven FinOps optimizes multi-cloud spending while ensuring NIS2 compliance. Effective cloud resource management under new regulations.
Yaryna Doroshenko5 min read