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Using taxpayers' money efficiently


Why it's not about saving - but about maximum impact per euro

Public budgets are under constant pressure. At the same time, citizens are increasingly expecting government services to have a measurable impact: better infrastructure, faster administration, functioning education, affordable housing, security and resilience.

The central question is therefore not: "Are we spending too much?"
Rather: "Are we achieving the best possible impact with every euro?"

The core problem: budget management instead of impact management

In many administrations, budgets are still managed according to traditional logic:

  • Departments optimize in isolation
  • Individual measures are evaluated separately
  • Historical budget lines are updated
  • Synergies and conflicting objectives remain invisible
  • Opportunity costs are rarely quantified

The result is often not waste in the criminal sense - but suboptimal combinations. Money is spent, but not where it will have the greatest impact in the overall system.

The invisible cost block: suppressed alternatives

Every decision in favor of measure A is automatically a decision against B, C or a better combination of several measures. These suppressed alternatives are the largest - and most invisible - cost factor in government budgets.

The most important control question is therefore:

Which combination of measures maximizes the overall social impact within a fixed budget?

Why complexity goes beyond traditional decision-making logic

Even a few dozen measures create a decision-making space that can no longer be reliably surveyed by humans. Interactions, path dependencies, delayed effects and risks make the evaluation not only complex, but also non-linear.

This inevitably leads to simplifications: political heuristics, gut feeling, media logic or departmental interests. These mechanisms are understandable - but they are not a reliable optimization process.

Efficiency means: more impact with the same budget

"Efficient use of taxpayers' money" does not automatically mean cuts. It means

  • clear impact targets instead of pure input logic
  • Portfolio view instead of individual project silos
  • measurable prioritization under budget and risk restrictions
  • systematic use of synergies (measures that reinforce each other)
  • Transparency about conflicting objectives and opportunity costs

How AI is changing the management of public budgets

Modern decision-making intelligence does not use AI as an "opinion machine", but as a calculation and optimization tool: it evaluates large quantities of possible combinations of measures, takes budget limits, risks and impact parameters into account - and identifies the combination with the highest overall impact.

This turns budget management into impact-oriented portfolio optimization.

Conclusion

Using taxpayers' money efficiently is not a question of morality, but of method. In complex systems, efficiency is not achieved through stricter rules alone - but through better decision-making logic.

If you manage public funds like a portfolio, you can achieve significantly more impact with the same budget - transparently, comprehensibly and controllably.

Author: Dr. Igor Kadoshchuk CTO mAInthink

Dr. Igor Kadoshchuk is a computer scientist, algorithm architect, and one of the leading minds behind mAInthink's optimization and decision-making algorithms. As scientific director of the StratePlan™ and DeepAnT platforms, he combines in-depth mathematical research with practical applications in project portfolio optimization, business, finance, and public administration.

He holds a PhD in computer science from the renowned Moscow Institute of Physics and Technology (MIPT), where he also taught as a professor of computer engineering and mathematics. He has decades of experience developing highly complex mathematical models for project portfolio optimization and financial systems, investment planning, and strategic decision-making. His professional career includes leading positions such as Head of IT at Gazprombank and Director of Project Management at TransTeleCom.

Dr. Kadoshchuk writes on the mAInthink AI Blog. Kadoshchuk on:

  • Algorithmic strategy optimization
  • New methods for calculating ROI and impact
  • Project portfolio optimization beyond traditional tools
  • The limits of human decision-making – and how AI overcomes them

His aim: to calculate strategy, not estimate it.

His contributions combine scientific precision with clear, understandable language – always with the goal of making complex decision-making spaces transparent, manageable, and measurable.

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