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
Budgeting and planning
Practical guidance on management accounting, budgeting, treasury, period close, financial controls and evidence-based AI.
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9 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 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 readDevOps and CI/CD: accelerating enterprise time-to-market safely
Balancing software delivery speed and system reliability using DORA metrics, 12-Factor App principles, SRE error budgets, and platform engineering.
Valerii Zadorozhnyi6 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 readFinOps and cloud cost management strategies
Uncontrolled cloud spending can consume up to 30% of a company's IT budget. FinOps offers a framework for optimization, combining financial accountability with engineering expertise.
Yaryna Doroshenko4 min read