Top 10 AI Business Scams: From Deepfake CEOs to Fake Employees

Top 10 AI Business Scams: From Deepfake CEOs to Fake Employees

INCBOOK • BUSINESS FRAUD • 2026

The Top 10 Business Scams in the Age of AI

The old scams did not disappear. They got better. Here are the payment requests, fake employees, hijacked accounts and impersonation schemes a small business is most likely to regret trusting.

Updated October 14, 2026
I’ve been around business long enough to remember when a scam email practically introduced itself. The logo looked wrong, the English was worse, and somebody claiming to be your bank wanted payment in gift cards. That is not the standard anymore. A good fraud attempt can contain the right employee names, the right vendor, a believable invoice, a clean email trail and even a familiar voice. AI did not invent most of these scams. It removed a lot of the little mistakes that used to save us.
$20.9B total adjusted losses reported to FBI IC3 during 2025
$3.05B reported 2025 losses from Business Email Compromise alone
$893M reported losses attached to complaints containing an AI nexus
22,364 2025 IC3 complaints that referenced AI-related activity
The real change

The scammer can learn how your company works before asking for a dollar

The most important development is not deepfake video. It is the combination of stolen access, automation and AI-assisted reconnaissance.

Microsoft’s September 2026 disruption of the cybercrime service known as EvilTokens showed what that looks like. Once criminals gained access to an email account, the service could use AI to search the inbox for financial conversations, identify employees who moved money, locate vendor invoices, map trusted relationships and suggest who the criminal should impersonate.

Microsoft said the platform was linked within months to more than 12,000 compromised inboxes across more than 10,000 organizations.

Assume a criminal inside an inbox can understand the company faster than he used to. A compromised mailbox is no longer just a pile of stolen email. It can become a searchable map of vendors, approvals, payroll, customers and relationships.
About this Top 10
The order below is a practical risk-priority ranking for small and midsize businesses based on current loss data, observed campaigns and the potential damage from a single successful event. National statistics do not cleanly separate every variation into its own category.
The list

10 scams every employee who touches money or data should recognize

1
Finance Team Target

CEO / Executive Payment Impersonation

The owner, CEO, CFO or president appears to ask an employee to send money, approve an ACH, buy something urgently or handle a confidential transaction.

Microsoft documented a 2026 campaign that impersonated company executives and attempted to push finance employees into ACH payments approaching $50,000. The campaign combined fake executive approval, a fabricated invoice and a manufactured forwarded conversation.

AI upgradeExecutive writing style, personalized context and cloned voices can make the request feel normal.
Red flagUrgency, secrecy or an unusual payment outside the normal approval path.
Break the scamConfirm the request through a separately initiated company channel.
2
Accounts Payable

Vendor Invoice & Bank-Change Fraud

A real vendor appears to send a normal invoice but says its bank details have changed. In the best versions, the criminal may already know the vendor, typical invoice size and who normally approves payment.

The FTC issued another small-business warning in May 2026 specifically about fraudulent invoices. Microsoft separately documented AI-assisted vendor impersonation using professional-looking fabricated invoices.

AI upgradeCleaner invoices, realistic email threads and vendor-specific language.
Red flagAny new routing number, beneficiary account or payment method.
Break the scamCall a previously verified vendor contact before changing payment data.
3
Payroll / HR

Payroll Direct-Deposit Diversion

An employee supposedly emails HR asking to change the bank account for the next paycheck. Sometimes the employee mailbox itself has been compromised, making the message genuinely come from the correct account.

Microsoft observed a June 2026 automated BEC campaign that reached more than 67,000 users at over 42,000 organizations in less than three hours. One of its main lures impersonated CEOs or presidents to redirect payroll payments.

AI upgradeMass personalized requests that sound like individual employees.
Red flagBank-account changes initiated only through email or chat.
Break the scamRequire an authenticated HR portal or separate identity check for deposit changes.
4
Voice Scam

Fake IT Support & Help-Desk Calls

Someone claiming to be internal IT, Microsoft support or an outside technology vendor calls an employee and talks them through a “security fix,” password reset, remote-support session or authentication step.

Google’s Mandiant team reported that from January through May 2026, a financially motivated group targeted dozens of U.S. organizations in professional, legal and financial services using voice phishing. The callers posed as IT support and persuaded targets to launch screen-sharing sessions and install legitimate remote-management tools.

AI upgradeVoice cloning, fluent scripts and rapid research about internal tools.
Red flagUnexpected IT contact asking you to install software or approve access.
Break the scamHang up and contact IT through the company’s known help-desk channel.
5
Cloud Account

The Legitimate Login Page Trap

The employee is sent to what appears to be a legitimate Microsoft or cloud sign-in flow and is asked to enter a code or approve access. The page may actually be legitimate — but the employee is authorizing the criminal’s session.

Microsoft has documented device-code phishing and OAuth abuse that can give an attacker cloud access without simply stealing a traditional password. In one 2026 case, a document-sharing lure initiated a legitimate device-code sign-in process before attempted payroll fraud.

AI upgradeBetter pretexts customized to projects, documents and employees.
Red flagAn unsolicited message instructing you to enter an authentication code.
Break the scamStart sign-ins from your own bookmark or company portal, not the message.
6
AI Is The Bait

Fake ChatGPT / Copilot / Claude Tools

Employees looking for a new AI feature, desktop app, plug-in or account upgrade land on an imitation site, malicious advertisement or fake download.

Microsoft reported 2026 campaigns impersonating ChatGPT, Copilot, Claude and DeepSeek. One ChatGPT-themed campaign sent as many as 100,000 phishing emails in a single day. Other campaigns used fake AI installers to distribute credential-stealing malware.

AI upgradeThe irony is that AI itself becomes the trust signal.
Red flag“New AI plugin,” “upgrade required” or “billing problem” from an unfamiliar source.
Break the scamInstall business software only from company-approved sources.
7
Hiring

The Employee Who Is Not Who He Says He Is

A remote applicant presents a polished résumé, professional photo, believable portfolio and strong interview performance — but the identity, location or background is false.

The FBI has warned U.S. companies that fraudulent remote IT workers have used stolen identities, AI-generated profile material, face-swapping technology and voice manipulation. The FBI’s 2025 report recorded almost $13 million in losses tied to AI-involved employment scams.

AI upgradeFake headshots, altered documents, résumé generation and real-time voice/video manipulation.
Red flagInconsistent identity details, location anomalies or reluctance to complete robust verification.
Break the scamVerify identity, education and employment directly before granting network access.
8
Authority Scam

Government, Regulator & Utility Impersonation

A caller or message claims the company owes taxes, faces license suspension, missed a filing, has a utility shutoff pending or must respond immediately to a government investigation.

The FBI reported nearly 61,000 complaints and more than $1.6 billion in losses from law-enforcement or government impersonation schemes between January 2025 and July 2026. The FBI specifically noted that scammers are using AI to increase the apparent legitimacy of impersonation, including video calls.

AI upgradeOfficial-looking documents, cloned voices and convincing video.
Red flagThreats, immediate payment demands or instructions not to verify independently.
Break the scamContact the agency or utility through an independently located official channel.
9
Sales / Customer Service

Fake Customer & Overpayment Fraud

A new customer wants to place an attractive order, book a service or hire the company. Then a check arrives for too much money and the customer asks you to refund the difference, pay a third party or forward part of the funds.

The check may appear in the account before the bank ultimately determines it is fraudulent. The business sends real money out and later discovers the incoming money was never real.

AI upgradeLong, believable customer conversations are cheap to generate at scale.
Red flagA stranger overpays and asks you to send money elsewhere.
Break the scamNever use proceeds from an overpayment to pay or refund a stranger.
10
Supply Chain

Business Identity & Shipment Hijacking

A criminal impersonates a legitimate carrier, broker, supplier or customer and redirects a shipment, changes pickup details or takes over an established business account.

The FBI warned in June 2026 that estimated U.S. and Canadian cargo-theft losses reached nearly $725 million in 2025, up about 60%, while confirmed incidents rose 18%. Current schemes use phishing, compromised accounts, fake business identities and fraudulent load postings.

AI upgradeMore convincing communications and faster creation of credible business personas.
Red flagLate changes to carrier, pickup, destination or account information.
Break the scamVerify shipment changes through previously authenticated contacts and systems.
What the data says

Business Email Compromise is still the monster in the room

2025 FBI IC3 category Complaints Adjusted losses
Business Email Compromise 24,768 $3.047 billion
Tech / Customer Support 47,794 $2.135 billion
Government Impersonation 32,424 $797.9 million
Employment 24,688 $362.9 million
Phishing / Spoofing 191,561 $215.8 million
Overpayment 2,194 $22.9 million
AI-related descriptor 22,364 $893.3 million

The AI figure should not be read as “AI caused $893 million in fraud.” IC3 treats AI as a descriptor that can overlap other crime categories. It is better read as a visible slice of reported fraud in which complainants recognized an AI connection.

The mistake businesses make

Training people to “spot the fake” is no longer enough

The old checklist — bad spelling, strange grammar, funny logo — still catches sloppy attempts. It should not be the core defense.

Weak controls

  • “The email looked legitimate.”
  • “It came from his account.”
  • “The invoice looked normal.”
  • “I recognized the voice.”
  • “The login page was Microsoft.”
  • “The applicant looked fine on video.”

Stronger controls

  • Bank changes require independent callback.
  • Payroll changes require authenticated verification.
  • Unusual executive requests require a second channel.
  • IT never requests remote access unexpectedly.
  • Software comes only from approved sources.
  • Remote hires pass independent identity checks.
The uncomfortable rule for 2026
Seeing it, hearing it and receiving it from the correct account are no longer three independent proofs. A compromised account plus synthetic media can collapse all three.
Six controls

You do not need enterprise security software to stop a surprising number of these

Control Stops or reduces
Independent callback for bank changes Vendor fraud, fake invoices, executive payment fraud
Two-person approval for unusual payments BEC, CEO fraud, large ACH/wire loss
Authenticated payroll-change process Direct-deposit diversion
Company-controlled software installation Fake AI apps, malware, remote-support scams
Identity verification for remote hires Fake applicants, fraudulent remote workers
Employees allowed to stop unusual requests Almost every social-engineering scam on this list
One sentence worth putting into company policy
“Any employee may delay an unusual payment, account change, software installation or request for sensitive information long enough to independently verify who is asking.”
If money already moved

Speed beats certainty

If a company discovers that money may have been redirected fraudulently, the FBI recommends contacting the financial institution immediately and requesting recall or recovery action. Do not wait for an internal investigation to establish every detail first.

First

  • Call the bank or payment provider.
  • Request recall / recovery action.
  • Preserve emails, headers and payment records.
  • Secure compromised accounts and revoke sessions.

Then

  • Notify appropriate law enforcement / IC3.
  • Check for inbox forwarding rules.
  • Review other vendor and payroll changes.
  • Determine what data the attacker could access.
Research basis: FBI Internet Crime Complaint Center 2025 Annual Report; FBI 2025–2026 fraud and cyber alerts; Federal Trade Commission small-business scam guidance and 2026 fraud alerts; Microsoft Threat Intelligence and Microsoft Digital Crimes Unit research published in 2026; Google Threat Intelligence Group / Mandiant 2026 research; FBI cargo-theft guidance. IC3 figures represent reported complaints and adjusted losses and do not measure every fraud event occurring in the economy.
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