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Curious Context Labs

IT · Agent

Phishing report triage

AI phishing email triage for small IT teams

Checks every email staff report as suspicious, explains the verdict, and pulls matching copies from other inboxes once your IT lead agrees.

01 today

The problem

Staff are told to report anything odd, then hear nothing back, so they stop reporting. Each report needs someone to check headers, links and attachments, which takes time a stretched IT person does not have. Meanwhile the same email may be sitting in other inboxes across the company.

02 the run

What the AI does

  1. Step 1: Picks up messages sent to the report mailbox or flagged with the report button in Outlook or Gmail.
  2. Step 2: Checks sender details, links and attachments against VirusTotal and your mail security logs.
  3. Step 3: Classifies the email as safe, spam or likely phishing and writes a short reason.
  4. Step 4: Searches Microsoft 365 or Google Workspace for the same message in other mailboxes and prepares a removal list.
  5. Step 5: Replies to the reporter with the verdict and a one-line tip, and opens a Jira ticket for anything serious.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

Your IT lead or managed service provider approves before any message is pulled from staff inboxes or any sender is blocked. Likely credential theft goes straight to a person by phone or Teams.

04 after

What changes

Every report gets checked and answered, so staff keep reporting. Dangerous emails come out of every inbox quickly, and your IT lead spends time only on the reports that matter.

Results from a real build

[CASE STUDY] We only publish results we can name and check with the client.

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    Agent

Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.