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.
Maksym Levchenko6 min readCONTROLLED FINANCE
Data, AI & infrastructure
Practical guidance on management accounting, budgeting, treasury, period close, financial controls and evidence-based AI.
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9 publications
Maksym Levchenko6 min read
FinOps 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.
Maksym Levchenko5 min read
AI 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.
Maksym Levchenko6 min read
FinOps 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.
Maksym Levchenko7 min read
Optimizing 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.
Maksym Levchenko5 min read
FinOps: Optimizing Cloud Infrastructure Costs
FinOps helps companies effectively manage cloud resource expenses by combining finance and IT operations to maximize investment value.
Maksym Levchenko4 min read
AI-driven FinOps: The future of multi-cloud cost management by 2026
By 2026, over 80% of large enterprises utilizing multi-cloud infrastructures will integrate artificial intelligence into their FinOps strategies to optimize costs and enhance efficiency. This shift is driven by the increasing complexity of cloud environments, dynamic provider pricing models, and the necessity for automated analysis of vast amounts of resource consumption data.
Maksym Levchenko4 min read
SCADA and industrial process automation
Implementing SCADA systems enables centralized control and management of production processes, significantly enhancing efficiency and safety. This technology is key to industrial digitalization.
Maksym Levchenko3 min read
FinOps 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.
Maksym Levchenko4 min read