AegisAI Perspectives · 066

How to shortlist AI-native email security vendors in 2026

Shortlist AI-native email security vendors by approach, ask each the same questions on access and removal, then test the final two on your own live mail.

How to shortlist AI-native email security vendors in 2026

Shortlist AI-native email security vendors in three passes: sort the long list by approach, put the same questions to each, then test the last two on your own mail, since no stack reaches 100 percent protection7. AegisAI reads each message for what it is trying to do; this guide judges any vendor, ours included, by the same criteria, and names no other vendor.

What you can do by the end

  • Cut a long list of AI-native vendors to two with five knockout questions, before any demo.
  • Ask each vendor what it reads and writes, and what happens when its service is down.
  • Run a 30 day trial on live mail and record three numbers that decide the shortlist.

Run the shortlist in six steps

  1. Write down what your platform already does. In Microsoft 365, a 90-day trial of Defender for Office 365 Plan 2 is available, so the baseline itself costs nothing to test3.

  2. Sort the long list by approach: API-based, gateway, built-in platform controls, or managed service.

  3. Send every vendor the same written questions from the sections below. Drop any vendor that answers with a demo instead of a document.

  4. Check access before features. Graph API integration typically requires granting the service full access to mailboxes10, so security and legal read the permission list first.

  5. Run the last two vendors in monitoring mode on the same live mail for 30 days.

  6. Score the trial on three numbers: missed attacks caught, false positives per 1,000 legitimate messages, and hours from delivery to removal.

Check how each AI-native email security vendor connects to your mail

Some services authenticate and use the Microsoft Graph API to scan messages after they are delivered to mailboxes9. Others sit in the mail path: when the MX record points to a third-party filter, Microsoft strongly recommends Enhanced Filtering for Connectors12.

For what each method does to MX records and mail flow, read how to evaluate API based email security.

Ask what access the vendor needs, and how you take it back

With application permissions, a Microsoft Graph app can access the mail of any user in a tenant13. On Google Workspace, Google advises admins to know and approve which third-party apps can access core services such as Gmail and Drive18.

Ask for the permission list in writing. A tool that only reports needs read access; a tool that removes mail needs write access, and you should know who grants it.

Ask what the tool does after delivery

Zero-hour auto purge in Microsoft 365 acts on mail already delivered and searches only the last 48 hours of delivered email1.

Ask what happens to the forwarded copies and the replies.

Ask how an admin overrides a wrong verdict

In the Microsoft 365 Tenant Allow/Block List, block entries take precedence over allow entries6. A new allow or block entry starts working within 5 minutes. Block entries expire after 30 days by default and can be set to up to 90 days.

Ask each vendor for its precedence rule, its time to apply an override, and its default expiry.

Require a reason with every verdict

Microsoft 365 already weighs evidence: a composite authentication failure does not directly cause a message to be blocked15.

Ask the vendor to show one real verdict where no single rule fired. Then ask what the user and the admin each see.

Count the false positive cost of one more layer

Microsoft lists a higher rate of false positives as a trade-off of adding more email security products8. With in-and-out mail routing, messages are counted twice in most Microsoft reporting tools, which hides the true volume.

Ask each vendor for its false positive rate with the denominator written next to it.

Compare API-based, gateway, built-in and managed approaches on each criterion

CriterionAPI-basedGatewayBuilt-in platform controlsManaged service
Mail pathReads mail through the platform API after deliveryMX record points to the filterInside the platformSet by the tools the provider runs
Access grantedMailbox permissions through the platform APIMail passes through it in transitAlready part of the tenantThe access you grant the provider
Action after deliveryRemoves mail from mailboxes with write accessActs in the mail path before deliveryAuto purge on recent delivered mailDepends on the provider's tools
Admin overrideVendor's own rule; ask for it in writingVendor's own rule; ask for it in writingTenant Allow/Block ListProvider's ticket or console
ReportingVendor console plus platform reportsMessages counted twice with in-and-out routingPlatform reportsProvider reports
Trial costMonitoring mode on live mailMX change for the trial domainPlatform trialProvider's onboarding

Score each vendor on ten yes or no checks

  • Does it state its connection method and whether MX records change?
  • Is every read permission and every write permission listed?
  • Can an admin revoke its access in one documented step?
  • Will it remove a message from every mailbox the message reached?
  • Is the window for action after delivery stated?
  • Does every verdict come with a reason in plain words?
  • Is it clear which wins when an admin allow meets its block?
  • Does it give a false positive rate with its denominator?
  • Is it documented what happens to mail when its service is down?
  • Will it run in monitoring mode on live mail for 30 days16?

Illustrative example, figures are fictional. A 1,500 mailbox company on Microsoft 365 starts with eleven vendors. Vendor A catches 31 of 38 attacks the current stack delivered and holds 60 legitimate messages out of 410,000. Vendor B catches 24 and holds 22.

How AegisAI handles this

AegisAI investigates every email for what it is trying to do, and removes the ones that fail from every mailbox they reached19. It reads mail through the Microsoft 365 or Google Workspace API after delivery, with no change to mail routing. It starts read-only and runs in monitoring mode first, and removal needs write access that the admin grants and can revoke. Every verdict comes with its reason in plain language, so the team can check it and share it.

How should security teams evaluate email security vendors beyond demos?

Evaluate on your own mail, not on the vendor's samples.

Run the finalists side by side for 30 days. The Defender email security reports show 90 days of aggregate data and 30 days of detail data16, so export the baseline before the detail view rolls over. For a full buying framework, read how to evaluate email security vendors.

What should teams do when email security vendors all claim AI?

Ask for the mechanism and one verdict as proof.

Request one quarantined message from your trial with the signals that decided it. For how models read message intent, see how AI-powered email security works.

What makes email security truly AI-native?

A tool is AI-native when its verdict comes from reading the whole message and its context, not from one rule firing. Microsoft 365 already weighs authentication as evidence rather than as a block.

Ask whether the vendor writes rules for each new attack.

Who should prioritize AI-native over legacy gateways?

Teams on Microsoft 365 or Google Workspace with no spare analyst time gain most. An API-based tool needs no MX change, and a gateway needs mail routed through it.

Teams with a working gateway can add an API-based layer beside it rather than replace it.

How do organisations know if email security is actually working?

Measure what got through, not what got blocked.

Count the attacks users reported that the tool delivered. Then count the legitimate messages it held. Track the hours from delivery to removal for each confirmed attack.

How to measure it in 30 days

Track three numbers each week of the trial, each from a named place.

  • List every attack your current stack delivered. Take them from user reports and Threat Explorer. Mark which ones each finalist flagged.
  • Take the count from each finalist's quarantine log and write the denominator beside it. Allow entries created from admin submissions exist for 45 days after the last used date2, so export them inside the trial.
  • Compare each finalist's removal log with the Post-delivery activities view in the Defender reports.

On Google Workspace, pre-delivery scanning setting changes can take up to 24 hours to apply17, so start the clock a day after setup. To run the same three numbers against our own tool, see the demo page.

Questions people ask

How do you shortlist AI-native email security vendors in 2026?

Sort the long list by approach, send every vendor the same written questions on access, removal, overrides and false positives, drop any that cannot answer in writing, then run the last two in monitoring mode on live mail for 30 days. Decide on missed attacks caught, false positives per 1,000 messages and hours to removal.

Why do demos give a misleading view of email security fit?

A demo runs on attacks the vendor picked, in a tenant the vendor built. A monitoring mode trial on your own mail answers those questions.

Does AI-native email security replace email authentication?

Each domain needs its own SPF record, because subdomains do not inherit the parent record. An AI-native layer reads what authentication cannot: the request inside a message from a sender that passes.

Can AI-native email security act after delivery?

An API-based tool reads mail after delivery and can remove it with write access. Ask how far back it reaches. The Microsoft 365 baseline searches the last 48 hours of delivered email.

How long should an email security trial run?

Run it for 30 days on live mail. That matches the 30 days of detail data in the Defender email security reports, so both tools are measured over the same window.

How should we govern automated actions in an email security tool?

Start read-only and turn on removal only after the trial. Name the person who grants write access and the person who reviews removals. Write down how access is revoked. Overrides follow a precedence rule, and in Microsoft 365 block entries win over allow entries.

Sources

  1. Microsoft Learn, Integrate a non-Microsoft security service with Microsoft 365
  2. Microsoft Learn, Why do I need Defender for Office 365
  3. Microsoft Learn, Zero-hour auto purge in Defender for Office 365
  4. Microsoft Learn, Manage the Tenant Allow/Block List
  5. Microsoft Learn, Manage mail flow using a third-party cloud service
  6. Microsoft Graph, Outlook mail API overview
  7. Microsoft Learn, Email authentication in Microsoft 365
  8. Microsoft Learn, Email security reports
  9. Google Workspace Admin Help, Security checklist for medium and large businesses
  10. Google Workspace Admin Help, Pre-delivery message scanning
  11. AegisAI, Inbound email security

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