Traditional optical character recognition (OCR) uploads documents to cloud databases. This article outlines the transition to client-side WebAssembly rendering, protecting sensitive data locally.
The Problem with Cloud OCR
Every time you upload a receipt, ID card, or invoice to a remote OCR server, you risk exposing sensitive information. Cloud services process your file, extract the text, and store it. In many cases, these files are saved for training models or analytics, which could violate privacy standards like GDPR.
Enter Client-Side WebAssembly
With advancements in WebAssembly (WASM), we can run powerful neural network models directly inside the browser. ToolWala AI uses Tesseract.js running locally in your browser sandbox. Your files never leave your computer, ensuring absolute privacy.
Benefits of Local Processing
- 100% Privacy: Your files are processed entirely in memory, with no network uploads.
- Zero Server Costs: Since the user's browser does the computation, the service remains free and scaleable.
- Offline Capability: Once the models are cached in the browser, you can scan images offline.