Server-side decisions
The backend evaluates headers, known correspondents, Gmail categories, domain history, and model output before applying a label.
Gmail classifier for closed beta teams
Filter cold outreach and malicious mail before it reaches focus.
Snowfish Email Filter connects to Gmail, classifies new mail on the server, applies audit-friendly labels, and learns from corrections without storing message content.
Mail pipeline
1
Gmail webhook
new message event
2
Signal layer
auth headers, sender graph, web risk
3
Classifier
solicitor, malicious, uncertain, none
4
Gmail action
label, archive, audit
Onboarding on dashboard
New users connect Gmail, calibrate examples, and set preferences on dashboard.snowfishtech.com.
Operator controls
Admins manage invites, account state, fleet health, and correction metrics from the same dashboard surface.