How it works

Two AIs. One calm inbox.

EverGuard runs as an invisible helper next to Classic Outlook. Here’s exactly what happens every time a new email arrives, and where the website account stops and the Windows app begins.

Real-time Two-model Reversible Local-first
New email
Saved senders
GPT-4o mini
Sonnet check
Action
Audit log

Your website account is for billing, downloads and device management. The Windows app itself activates with your licence key.

Step 2

We check your saved patterns first

Every time you drag an email between folders, EverGuard records the sender plus the subject pattern. A single drag does not blacklist a whole domain, and broad sender rules require repeated consistent corrections.

instant
Step 3

GPT-4o mini reads the message

If there is no safe learned pattern, we pass a trimmed copy of the email (subject, sender, body) to GPT-4o mini with a carefully-tuned prompt. It returns one of five categories: genuine, promotional, safe junk, dangerous, or uncertain.

typically 2–3 seconds
Step 4

If it looks dangerous, Sonnet 4.6 double-checks

Before any email is moved out of your Inbox, Claude Sonnet 4.6 independently reviews it with the full message and more context. Both AIs must agree (or Sonnet is unsure) to act. If Sonnet disagrees, we leave it in your Inbox and log the save.

only when needed — adds ~3 seconds
Step 5

The right action happens automatically

Genuine stays put. Promotional stays in your Inbox (you often want real-brand marketing). Safe junk moves to an “EverGuard Spam” folder. Dangerous moves to an “EverGuard Dangerous” folder and triggers a gentle desktop notification.

Step 6

You stay in control

Every decision is in the activity log. Drag an email back to the Inbox and EverGuard treats that as correction evidence for similar future emails, not as a permanent trust decision for every message from that sender. Nothing is silently permanent — dangerous emails sit in quarantine for the configured retention period before they’re removed.

What actually leaves your PC?

We built EverGuard for our own customers — so we kept this deliberately small and reversible.

✓ Sent to the classifier

  • Subject and sender name / address
  • Recipient email (so the AI knows which inbox)
  • Trimmed body text used for classification
  • List of link domains found in the body
  • Attachment filenames (no attachment contents)

Never leaves your PC

  • Attachment contents
  • Full email headers
  • Body beyond the trimmed window
  • Your learned sender and subject-pattern rules — they stay in a local LiteDB file
  • The audit log — local history of every classification

Start your subscription — £4.99/mo