Financial Patterns Worth Understanding

We built our analysis platform after spending years watching businesses struggle with spreadsheets that don't talk to each other. The frustration of manually reconciling data points became pretty obvious after the third cup of coffee each morning.

Our software connects your financial streams into something readable. You get clear visuals instead of number soup. And you can actually spot trends before they become problems.

Explore Learning Program
Financial data visualization dashboard showing real-time analytics

Find Your Starting Point

Different businesses need different approaches. We've organized our resources based on where you're actually starting from—not where some marketing template thinks you should be.

1

New to Financial Tech

Still using Excel for everything? We get it. Our introduction course walks through basic automation without assuming you already speak API.

See beginner track
2

Ready for Integration

You've got systems but they don't communicate. Our intermediate modules focus on connecting existing tools without rebuilding from scratch.

Review integration path
3

Building Custom Solutions

Need something specific for your industry? Advanced workshops cover custom dashboard creation and specialized reporting frameworks.

Explore business programs

How We Got Here

Started in a shared office space in 2019. Back then, it was just two of us trying to fix our own accounting headaches. Turns out plenty of other people had the same frustration.

01
2019 - Foundation

Building What We Needed

Khaled Benayad and I were freelance consultants who spent too much time wrestling with client data. We wrote a Python script that pulled bank statements into usable formats. That script eventually became our first product.

02
2021 - First Clients

Real Companies Testing Our Tools

Three manufacturing companies in Taichung agreed to trial our dashboard system. They needed visibility into cash flow without hiring full-time analysts. We learned more from their feedback than from any textbook.

03
2023 - Platform Expansion

Adding What Users Asked For

Clients kept requesting specific features—forecasting tools, multi-currency support, custom alert systems. We added modules based on actual usage patterns rather than guessing what might be popular.

04
2025 - Educational Focus

Teaching Financial Tech Skills

We noticed companies wanted training alongside software. So we started offering structured courses beginning autumn 2025. The goal is helping teams actually use financial tools effectively, not just licensing another platform they'll ignore.

Team working with financial analysis software in modern office environment

Current Focus for 2025

We're refining our educational programs based on feedback from early participants. Classes start in September 2025, with both remote and in-person options available for Taiwan-based businesses.

People Behind the Platform

Our team includes former accountants, software developers who actually understand finance, and educators who've taught data analysis for years. Everyone here has worked with real business data—not theoretical examples.

Get in Touch
Financial software interface showing comprehensive business analytics
Khaled Benayad reviewing financial dashboard metrics

Khaled Benayad

Technical Development Lead

Spent a decade building reporting systems for mid-size enterprises before co-founding evolvesystembox. He's the one who figures out how to make complex calculations run fast enough to be actually useful.

Osric Falke analyzing financial trends and patterns

Osric Falke

Education Program Director

Former corporate trainer who worked with financial departments across Asia. He designs our courses to focus on practical application rather than theoretical frameworks that nobody remembers after the first week.