How Spooky Is Your AI Risk This Halloween

October 27th, 2026
How Spooky Is Your AI Risk This Halloween

The scariest AI threats this Halloween won't show up in costume. They'll land in your inbox, your voicemail and your team's browser tabs, looking polished, helpful and completely legitimate.

The good news is that your team doesn't need to become expert scam spotters. They need a few solid processes that work even when the disguise is perfect.

Can your team still trust a voice or video message?

Not on sight or sound alone. Scammers now use AI to clone voices and fake video well enough to pass as your boss or a vendor you trust, and the old “tells” are disappearing fast.

So stop asking employees to spot fakes. Give them a rule instead: any request to move money or change account details gets confirmed through a second channel, using a number you already have on file. Pair that with multi-factor authentication. A shapeshifter can fool your eyes, but it can't fake a procedure.

Do typos still give phishing emails away?

Rarely, and that is the problem. Spelling and grammar used to be the giveaway, and AI has fixed both. Today’s phishing emails are clean, confident and well written, which makes them more dangerous, not less.

Grade the request, not the writing. Is it unexpected? Is it urgent? Does it ask for money, passwords or a change to how something normally works? Those red flags matter whether the email is full of typos or perfectly polished.

Is your team inviting AI vampires in?

Every time someone uses an AI tool the company hasn't approved, they may be handing it your data. This is Shadow AI, and it usually starts innocently, like pasting a quarterly report into a free chatbot to get a quick summary.

Here's the test: if you can't say where the information goes, where it's stored and what the tool's creator can do with it, that tool doesn't get invited in. Keep a short list of approved tools and make it easy for people to ask before they paste.

What Is the Best Defense Against AI Tricksters?

Better rules. AI has made deception cheaper, faster and more convincing, even to trained eyes.

A team that knows a few simple steps won't be fooled by even the best costume.

Start with these:

  • Confirm any money or account change through a second channel
  • Turn on multi-factor authentication everywhere it's offered
  • Judge the request, not the spelling
  • Use only approved AI tools
  • Never paste sensitive data into a tool you haven't vetted

Want to know where your gaps are? Book a free discovery call. We'll talk you through how your team uses AI, how sensitive requests get verified and what protections you already have. You'll leave knowing exactly what's truly spooky about your setup. Or if you have any additional questions, we can always be reached at, 201.402.1900.

FAQ

What is an AI-powered scam?

It's a scam that uses AI to look more believable, such as cloned voices, deepfake video or flawless phishing emails. The goal is the same as always: get money or sensitive data.

How can a business verify a sensitive request?

Confirm it through a second channel, like a call to a known number, before moving money or changing account details.

What is Shadow AI?

It's employees using AI tools the company hasn't approved, which can expose sensitive data to programs no one has vetted.