Decision Architecture: Where Standards Fail

“Most companies are drowning in data, yet starving for information. The mission of Origami Effect is to build a bridge between database chaos and precise investment decisions.”

The following projects are not just “Excel files”. They are operational systems of companies that enable effective management of asset portfolios, automation of mission-critical processes, and elimination of human error where it is most expensive.
Origami Effect designs and implements decision architecture for organizations — combining the roles of Analyst and Interim Manager. The result is systems that fundamentally change how companies operate: shifting from reporting on the past to steering the future.

The Effect:

  • It delivers what is usually expected from an analyst — without the limitations of tools, time, or manual work.
  • These are not typical system implementations. This is the construction of a truly Data-Driven Company — an organization where decisions emerge from the system, not from opinions.
  • If the right system doesn’t exist — Origami Effect designs it from scratch. Always with one goal: to create the best solution on the market. Judge for yourself.

Real Estate & PropTech

How to make smart real estate investment decisions?

A financial model that combines the technical data of a property with financial analysis, cost estimation, and market data. It allows you to assess the profitability of investments, modernizations, and redevelopments throughout the entire lifecycle of an asset.

If you want, I can also refine the tone or adapt it for marketing.

What’s Happening in the Area and How to Export It to Excel?

Automatic processing of location information, price trends, and market indicators, enabling further investment analysis.

Trade & Logistics

How much stock to order and when? — Sales forecasting based on Machine Learning

A system for planning and managing inventory, orders, and sales forecasting based on existing data and Machine Learning.

How to Control Sales of 6,000 Products?

Proprietary data architecture connecting Comarch ERP Optima, machine learning, and dedicated Excel applications into one unified, intelligent decision-making system

AgriTech & Precision Farming

How to connect 4 million calculated cells from MongoDB to a real-time React dashboard?

An advanced Financial-Operational Model (MFO) that performs complex calculations across nearly 4 million cells, stores results in MongoDB, and delivers them instantly to a modern React dashboard — giving farm owners full, real-time insight for data-driven decisions.

How much does a liter of milk cost today and tomorrow? Financial-Operational Model

An advanced MFO-class system (Financial-Operational Model) designed for farm owners who want to make all decisions based on data.

Will the farm be profitable next season? — Predictive model for yields and costs

Agricultural farms are an industry that requires precise planning and management of data, costs, and resources to achieve success.

How to record fieldwork activities? — PowerApps application for agronomists

A PowerApps-based application for task management that enables agronomists to conveniently record and monitor various activities related to crop cultivation.

How to combine budget planning with cost control? — Crop and sales management system

A comprehensive tool that allows you to plan crops, monitor their execution, and manage the sale of yields.

How much fuel was actually consumed? — Operational cost control tool

A tool designed for precise control of fuel consumption and vehicle operating costs. The application works at the intersection of operational and financial data.

How to collect cost data according to management requirements? — Invoice tracking system

Invoice recording is not just about archiving documents — it is the foundation of cost management in a company.

How to conduct a full financial analysis? — Operational efficiency assessment tool

Conducting an in-depth financial analysis of the operational activities of a large agricultural farm to identify areas for improving efficiency and determine the Technical Cost of Production.

Automation & AI and Data Science

How to analyze game data in real time? — AI system for automatic recomendations

Advanced data orchestration that automatically detects the end of a session and provides detailed statistics and AI-generated recommendations.

How to track time spent gaming? — API-based data logging system

A system for automatically collecting, recording, and analyzing data on gaming time using APIs and Machine Learning.

Venture & Growth

How to calculate earn-out after raising capital? — Capital transaction model

Capital transaction model – support for companies in the process of acquiring an investor.

What is the ROI of your VOD platform? — Financial model for digital services

A financial model supporting the launch and development of a VoD service within the operations of a cable network operator.

How to calculate benefits for the client? — Business value calculator

Supporting the sales process by showing the client real savings — now and in the future.

How to estimate future profits in a joint venture? — Scenario-based financial model

A financial model prepared for negotiating the terms of cooperation in a joint venture between two entities.

How fast can your startup grow to a billion? — Revenue scaling model

A financial model created for an online currency exchange platform.

How to supervise 15,000 currency exchange transactions? — BI system for online currency exchange

A dedicated Business Intelligence system designed for operational and financial management of an online currency exchange office.

How much does it cost to launch an application? — Budgeting and investment model

An advanced financial-operational model for planning, budgeting, and securing funding for a technology project.

Business Intelligence & Data Systems

What does your market look like in numbers? — Auction data analysis

Check in the auction analysis. A dedicated analytical system created to automatically analyze sales data from a popular auction and sales platform.

What do Google Analytics data tell you? — Analytical reports for marketing

Reports based on Google Analytics data — for marketing departments, agencies, boards, and investors.

How to turn SQL queries into interactive charts? — Automatic report generator

Within the provided solution, you can check the average exchange rates of selected currencies for the period from 2012 to 2016. The starter report shows the EUR rate as of December 31, 2014.

How to understand customer behavior? — Power BI-based purchasing data analysis

Advanced data visualization in Power BI – analysis of user purchasing behavior on the platform.

How to turn 1 million records into a simple story? — Analytical dashboards

Power BI dashboard sets showcase analytical capabilities based on historical data from a platform enabling the sale and exchange of computer games.

Which customers are the most valuable? — User segmentation system

A tool for creating effective marketing campaigns based on real user data from the portal’s database.

How to monitor the popularity of games? — Business Intelligence for the gaming market

A BI system that tracks user activity in the secondary game market — recording sent offers, responses to them, and transactions.

How to control user registrations? — Portal monitoring system

A system that enables monitoring the dynamics of user account registrations on the web portal, as well as analyzing their acquisition sources, preferences, and potential long-term value.

Origami Effect Competencies in Practice

These are real-world solutions based on integrated technologies that operate effectively in actual companies:
MS Excel, Power BI, VBA, SQL, NoSQL, Python, Machine Learning, and AI.

It’s not about the number of tools — it’s about systems that fundamentally change how organizations operate in operational, controlling, and financial areas.

Every project was created in response to a real business problem.

In these implementations, data analysis, systems thinking, and operational experience come together.
The result is a transition from fragmented information to decisions that can be measured in financial and operational outcomes.

Key Areas of Expertise

Data Analysis & Interpretation

Detecting patterns, building models, and transforming raw data into actionable operational and financial decisions.

Process Design & Automation

Creating systems that eliminate manual work and organize information flow within the company.

Financial & Operational Modeling

Building cost, profitability, ROI, and decision scenario models based on real business constraints.

Systems & Data Integration

Connecting multiple data sources into one coherent decision-making environment — replacing scattered files and reports.

Translating Technology into Business Results

Selecting only those solutions that genuinely impact the bottom line — without unnecessary tools or excessive complexity.

These Are Not Analytical Projects. These Are Decision Systems.

Every implementation has been deployed in a live business environment and functions as part of the company’s daily management.

Everything a company needs for a successful transformation — in one place.
One person. Full responsibility for the data in your company.