What does the app do?
Togas Analytics is a web application for automatic sales processing. It loads
"raw"
receipt logs (from sales accounting systems), parses them, enriches them with data from the
master catalog, and builds interactive reports.
Main benefits (Business Value)
- 99% Time Savings: Drag-and-drop files -> Ready report. The engine
processes
10,000+ rows in less than 2 seconds directly in the browser.
- Elimination of Human Error: Built-in "Strict Protection Rules" (Global
Rules)
automatically correct categorization. Example: If a manager accidentally named a
"Kids Rug"
simply "Rug", the system will still classify it into the "Kids" category using
indirect
signs (26 SKU parameters).
- Intelligent Data Cleaning (Smart Parsing): The system recognizes 26
attribute
columns, translates collections (RU -> EN), and normalizes colors and sizes. Identifies
conflicts: "Sold as 'Pillow', but listed in the database as 'Pillowcase'".
Technical Stack (Under the Hood)
It's not just a "beautiful table," but a complex engineering solution focused on
Performance and UX.
- Frontend & Logic: React 19, TypeScript
- Performance: Vite, Client-side processing (without sending data to the
server — security!)
- UI System: Tailwind CSS (Custom "Luxury" Design System), Lucide Icons
- Data Engine: XLSX (streaming parse), Custom Fuzzy Matching Algorithms
- AI Integration: Google Gemini (for generating sales summary and
insights)
UX/UI Solutions
- Luxury Aesthetics: Minimalist interface in "Togas" style
(Gold/Monochrome).
- Instant Feedback: Instant file validation upon upload.
- Drill-Down Analytics: Ability to drill-down from General category ->
Collection ->
Specific SKU in one click.