Queued Suggestions
146
Review-first inbox intelligence for Gmail
Clean high-volume Gmail without giving the model the keys.
Siftr clusters noisy mail, drafts label and cleanup actions, and waits for a human decision before anything is applied. It is built for people who need real mailbox control, not blind auto-delete.
Local-first AI pipeline
Inference and mailbox metadata stay on your machine whenever possible.
Safe apply + undo
Operational guardrails keep cleanup deliberate and recoverable.
Live Review QueueHuman Approval
Accepted Actions
38
Undo Window
7d
Local Processing
100%
ReviewArchive recurring newsletter clusters only after approval.
WatchBilling follow-ups need a tighter label rule before applying.
SafeGmail writes stay gated behind accepted actions and session logs.
0
blind mailbox changes
Local-first
analysis and caching posture
Undo-backed
apply flow with recovery
Gmail OAuth
scoped read, modify, settings.basic
Capability
Map inbox patterns before acting
Siftr indexes mailbox metadata locally, groups repeated patterns, and drafts cleanup actions you can review in context.
Capability
Keep humans in the approval loop
Every archive, label, and filter change waits for an explicit accept or reject decision before any write hits Gmail.
Capability
Operate like a real workflow, not a gimmick
Session logs, deterministic fallback behavior, and safer apply mechanics make Siftr usable on serious inbox volume.
Download
Install Siftr directly from the site
Download links now resolve through the shared Launch11 download service so the site always requests the current signed artifact for `product=siftr`.
Detected: your machine
Release StatusChecking
Windows Installer
No published artifact returned yet.
Windows Portable
No published artifact returned yet.
macOS
No published artifact returned yet.
Linux
No published artifact returned yet.
Windows, macOS, and Linux cards light up from the shared `GET /api/downloads?product=siftr` response.
Operational Trust
Built for inbox cleanup that has to be defensible
Siftr is meant for people cleaning real mailboxes with real consequences. That is why the product is opinionated about review, scoped access, and predictable execution.
Hybrid preview routing uses cache first, then Gmail fallback where needed.
OAuth scopes stay limited to the access Siftr actually needs.
Deterministic fallback keeps suggestions usable when local LLM runtime is unavailable.