Why local
matters.
ScamShield is designed to help you slow down, see the evidence, and keep sensitive content under your control.
Messages stay local
When the analyzer runs on this device, messages and screenshots are processed locally by Ollama and OCR. A remote analyzer changes that boundary.
Every score is explainable
See the tactics, URL signals, and community patterns behind a risk score instead of receiving a black-box verdict.
Screenshots work privately
Optical character recognition extracts text directly in your browser or local server without shipping images to third-party vision APIs.
Zero Cloud Models
All cloud models have been permanently removed. Everything runs 100% on-device via local Ollama and our local deterministic engine.