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Instead of evaluating projects in isolation, we analyze all possible combinations - and identify the best solution.

The global optimum is not an assumption - it can be calculated.

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Online decision and portfolio optimization service - Maximum profit through calculated decisions


Executive Summary

Today, companies, corporations and public institutions have more data at their disposal than ever before - yet their results often fall short of the possible optimum. The reason is rarely a lack of information, but rather structurally suboptimal decisions. Strategies, project portfolios, investment and financial planning are still predominantly developed using Excel, isolated software solutions or simplified scenarios. These tools are established and familiar, but systematically fail as soon as several projects, budgets, dependencies, risks and strategic conflicts of interest have to be taken into account simultaneously.

This is exactly where our Online Decision & Portfolio Optimization Service comes in. Inspired by the simplicity of modern PDF online tools, we transfer the principle of "Upload → Calculation → Optimal result" to one of the most critical areas of corporate management: Strategy, portfolio, investment and financial decisions.

Data upload & automated processing

To use the Online Optimization Service, we need your planning data in .xls/.xlsx or .json format. After the upload, a mAInthink AI agent takes over the complete structuring and normalization of the data. Different data logics, column structures and project formats are automatically converted into the into the model required for the optimization calculation.

Based on this prepared upload data, the system then calculates all permissible decision and portfolio options and identifies the best objectively best way to achieve the maximum possible Return on investment (ROI).

In the next step, the user is shown a preview of the optimization as a percentage (e.g. potential ROI increase). The fully optimized file is then available in the Download area behind a paywall.

After payment of the service calculation amount of XXX EUR you will receive full access to the optimized file.

If no optimization is possible within the scope of the analysis and your data is only validated, you will still receive a brief short technical statement including percentages. In this case, no costs will be incurred.

Upload → automatic preparation → preview → download of the optimal decision file.

The goal is clearly defined:
Maximum profit, maximum impact and maximum decision-making certainty - within the given framework conditions.

Test our online decision and portfolio optimization service now

Why traditional planning is no longer enough today

In an increasingly complex world, the demands on decisions are growing exponentially. Even medium-sized project portfolios generate decision spaces that are no longer manageable with human intuition or traditional planning tools.

Typical weaknesses of classic approaches are

  • Projects are evaluated in isolation, not as part of an overall system
  • Conflicting objectives are resolved politically or heuristically
  • Scenarios only represent a tiny section of the real decision-making space
  • Linear models not only simplify - they distort results

The result is plausible but not optimal decisions. Value potential remains unused, capital is tied up inefficiently and strategic impact is wasted.

The basic principle of the Online Optimization Service

The service is completely web-based and can be used directly via our website. The operating logic is deliberately based on well-known online PDF tools: minimum effort, maximum effect.

Input: Upload your existing planning data

Users upload their real planning data - without re-modeling, without complex tool training:

  • Strategic project lists and project options
  • Current, planned and optional project portfolios
  • Investment plans including CapEx and OpEx structures
  • Budget, financial and multi-year plans
  • Balance sheet, cash flow and liquidity data
  • Restrictions such as budgets, resources, ESG targets, risk or regulatory requirements

The crucial point: no idealized assumptions are used, but real framework conditions.

Output: Calculated decisions instead of further reports

As a result, users do not receive an additional analysis, but concrete, reliable decision-making options:

  • Optimally calculated project and investment portfolios
  • Maximized overall profit or company value
  • Optimal allocation of budgets and resources
  • Transparent resolution of conflicting objectives
  • Comprehensible, audit-proof decision-making logic

The central question is no longer "Which option makes sense?", but rather
"Which decision is objectively the best under real conditions?"

What makes this service fundamentally different from traditional tools

1. From planning to real optimization

Traditional tools plan within predefined scenarios. Our service calculates the best possible state within all permissible combinations.

2. Holistic decision spaces

Strategy, project portfolio, investments, balance sheet and financial planning are not considered separately, but optimized as a coherent decision space.

3. Mathematically based instead of heuristic

No linear simplifications, no rules of thumb, no politically motivated weightings. Decisions are calculated algorithmically, reproducibly and objectively.

4. Scalable for high complexity

The service is explicitly designed for situations in which traditional methods fail:
many projects, many options, limited budgets and conflicting goals.

Typical use cases

The Online Decision & Portfolio Optimization Service unfolds its greatest benefits wherever decisions are no longer "manageable":

  • Strategic corporate and growth planning
  • Multi-project and program portfolios
  • Investment and CapEx optimization
  • Balance sheet, cash flow and liquidity optimization
  • Restructuring and turnaround scenarios
  • Public funding, budget and infrastructure portfolios
  • M&A and post-merger planning

The greatest leverage arises wherever resources are scarce and conflicting objectives dominate.

Result: Maximum profit instead of plausible planning

The key added value of the service lies not in better reports, but in better decisions. The complete analysis of the decision space reveals value potential that remains systematically hidden with traditional methods.

Typical effects are

  • Significantly higher overall profit with the same budget
  • Better capital commitment and liquidity management
  • Elimination of portfolio-damaging projects
  • Objective prioritization instead of internal power logics
  • Greater transparency for management, CFO and decision-making bodies

In practice, double-digit increases in value can often be realized - without additional investments, simply through better allocation decisions.

Conclusion: decisions are calculated - not estimated

Our Online Decision & Portfolio Optimization Service transfers the user-friendliness of modern online tools to one of the most demanding management tasks of all: the calculation of optimal business decisions.

Instead of estimating strategies, prioritizing projects or allocating budgets, the result is calculated mathematically.

Upload your data.
Calculation of all relevant options.
Output of the most profitable decision portfolio.

This turns decision-making from an uncertainty factor into a measurable, scalable competitive advantage.

Test our online decision and portfolio optimization service now!

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.

Industry / CAPEX

End guesswork for investments in the millions

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