Portfolio: Decision Architecture — Where Standard Approaches Fail.
Origami Effect approaches data the way an investment fund approaches a company before acquisition. The result is not reports or presentations, but systems that answer questions before management asks them.
Every project was created to solve a specific business problem. No templates, no off-the-shelf solutions, and no middle layer between the idea and the working system.
Private equity perspective
Data is handled not like a technical analyst would handle it, but like someone who has to extract an investment decision from it. Different questions, different priorities, and a different understanding of what really creates company value.
Rapid understanding of the problem
One good meeting is enough to see where the problem is and how to address it. Clients do not need months of explanations or a long onboarding process.
Single point of responsibility
Every delivery is owned by one person. Not a team, not a department, not a project manager. Full understanding of the problem, fast decisions, and direct communication.
End-to-end execution
From problem to working system — architecture, model, data integration, visual layer, and knowledge transfer. One person understands the whole and is accountable for the whole.
Real Estate & PropTechFinancial models for property — IRR, DSCR, location analysis, CAPEX controlling
Artemis — financial model for real estate investment
Three full financial scenarios for a tenement building: aparthotel STR, office, and student housing. IRR, NPV, DSCR, and stress tests (+100/200/300 bp), ready for a bank or private equity presentation.
Themis — multidimensional location analysis
Automatic location scoring using 6,000 data points from OpenStreetMap, statistical sources, AirROI, and Google Maps. ML pricing benchmarks and AI interpretation for multiple tenant groups.
Iris × Themis — real estate market dashboard
An interactive React dashboard with real-time market data: price analysis, competitor mapping, and STR/LTR indicators. Data flows in from Themis without manual exports.
AgriTech & Precision FarmingFinancial-operational models for agriculture, machine controlling, TKW, management accounting
Demeter — 4 million cells + MongoDB + React
An advanced financial-operational model for agriculture. Nearly 4 million Excel cells, results stored in MongoDB, and a React dashboard updated in real time.
FarmWise — technical milk cost under control
A financial-operational model for a dairy operation with precise technical unit cost calculations, feed costs, herd operations, and overhead controlling. Ready for bank and investor discussions.
LinkField — field activity logging in PowerApps
A mobile app for agronomists and machine operators to record planned and unplanned field activities. Data flows into the financial model without intermediaries.
Trade, Logistics & ERP SystemsOrder planning, demand forecasting, customer segmentation, Comarch ERP Optima integration
Quantis — analytical system for 6,000 SKUs
Proprietary architecture combining Comarch ERP Optima, machine learning, and dedicated Excel applications. Customer segmentation, promotion profitability, sales forecasting, and margin monitoring in one decision system.
Quantis Logistics — ML order and inventory planning
A system for inventory management, order planning, and sales forecasting based on historical data and machine learning. It answers how much to order and when.
Quantis NBA — Next Best Actions for every salesperson
Daily automatic recommendations: which customer to call, when, and with which offer. Based on ERP transaction data, segmentation, and buying behaviour analysis.
Data-Driven CompanySystems that turn operational data into management information in real time
Echo — management accounting the moment an invoice arrives
A system that eliminates waiting for accounting reports. Echo collects invoice and operational data and instantly classifies costs by profit center, project, and period.
Clio — data orchestration and automated reporting
An integration layer connecting ERP, spreadsheets, and operational apps. Clio cleans, processes, and prepares data for the visual layer without manual exports.
Iris — interactive visual layer for company data
Management dashboards in React that turn analytical models into a clear panel for the whole business. Data from Clio and Echo reaches Iris without copy-pasting.
AI & AutomationAPI orchestration, ML, generative AI in business processes
LeadFold — personalized sales offer in 60 seconds
Automation for sales offers and presentations. The salesperson selects a client and parameters, and AI generates a ready-to-send document. Less than a minute from request to proposal.
HeadShot Haven — API data orchestration + AI recommendations
Advanced orchestration of game API data: automatic session detection, statistics processing, and personalized AI-generated recommendations. An example of event-driven architecture with AI in the loop.
HeadShot Haven — automatic time logging and game analysis
A system for automatically collecting, recording, and analysing game-time data from an API. ML is used for session classification and activity pattern detection.
Startups & Business ScalingFinancial models for investment rounds: seed, Series A, bottom-up assumptions, scenario logic
Startup financial model — currency exchange platform (7 years)
A 7-year financial model for an online currency exchange platform: bottom-up projections, scenario analysis, stress testing, and investment-ready assumptions documentation.
Financial model for a mobile application
A financial-operational model for a technology project: launch costs, subscription and ad revenue forecasts, unit economics, and cash runway analysis.
VoD platform financial model — ROI for a cable operator
A model supporting the launch and growth of a VoD service within a cable network: subscription forecasts, churn analysis, investment profitability, ROI, and payback period.
Business Intelligence & Reporting SystemsPower BI, Excel dashboards, Google Analytics API, MySQL — production data, not demo
BI system for an online currency exchange — 15,000 transactions
A dedicated BI system for the operational and financial management of a currency exchange platform: rate monitoring, spread analysis, compliance reporting, customer segmentation, and real-time volume analysis.
Monitoring registrations and user acquisition
A system for tracking account registrations: acquisition sources, preferences, and customer value over time. Segmentation and cohort analysis form the basis of marketing budget optimisation.
Excel report with Google Analytics API — for marketing and management
An automated report pulling data directly from the Google Analytics API into Excel: traffic, conversions, sources, and user behaviour. Built for marketing teams, agencies, management, and investors.
Need someone who instantly understands the problem — and knows what to do with it?
Most companies have data. What they lack is a practical idea of what to do with it — and someone who can actually deliver it. Origami Effect provides both.
FAQ
Why this mix of finance, programming, agriculture, and startups?
Origami Effect combines finance, analytics, and technology because every project requires a different language, different priorities, and a different definition of success. Working with PE and VC funds shaped a generalist approach that helps quickly identify the real problem, even in a new industry.
How does cooperation work — how long does it take, how do you start?
One first meeting is enough to assess the problem and define the scope. Origami Effect does not rely on long onboarding or multiple rounds of proposals. If the problem is well defined, work can start within days. Delivery time depends on complexity: simple models take days, advanced systems take weeks, not months.
Are projects available as case studies?
Most projects are described in simplified form, without client data or details that could identify the company. Full case studies with numbers, screenshots, and logic are shared directly after a conversation, when the context is clear and the intent is serious.
Do you also provide documentation and training?
Yes. Every delivery ends with knowledge transfer. Depending on the system, the package may include a user guide, onboarding session, screencast, or all three. The goal is independent use from day one.
Are projects one-off, or is ongoing cooperation possible?
Both models work. Some clients need a one-off system — a financial model for an investment round or a dashboard before an audit. Others return periodically for updates, system expansion, and new analyses as the company grows.
