The Problem
The internet broke. Here's the receipt.
AI made it cheap to fake anyone. Identity verification gets re-run at every onboarding, every product line, every vendor refresh. Counterparties pay in friction. Institutions pay in chargebacks, write-offs, and brand damage. Neither side is winning. Fuzzy is the credential layer that fixes it. Verify once. Reuse everywhere trust matters.
Higher Education and Certifications
Every diploma, license, and certification rests on the same unverified primitive.
Certifying bodies issue the credential. Employers, regulators, and licensing boards rely on it. Nobody is reliably verifying the human on the other end. Generative AI just lowered the cost of a convincing fake to near zero.
1 in 6 employers globally have already experienced identity fraud during hiring, and another 30% are unsure whether it has happened. Source: HireRight 2025 Global Benchmark Report.
More than 75% of employers uncovered candidate credential discrepancies in the past 12 months. Source: HireRight 2025.
1.85M unique credentials offered in the US across 134K+ providers, with $2.34T invested annually in US education and workforce development. Source: Credential Engine, Counting Credentials 2025.
Where Fuzzy fits
Verify the human once. Bind every credential they earn to it. At enrollment, at issuance, at verification. Employers and regulators can confirm the credential holder is the verified human in seconds. Barry University is our lighthouse customer, production 7/1.
Enterprise Hiring and Remote Workforce
The hiring funnel is now the attack surface.
State-sponsored actors, primarily from the DPRK, have industrialized employment fraud against US companies. Video interviews, background checks, and document review are defeated by generative AI and stolen identities. KnowBe4 was fooled after four rounds of interviews and verified references.
North Korean IT worker infiltrations grew 220% year over year, with over 320 companies hit in the past 12 months. Source: CrowdStrike 2025 Threat Hunting Report.
Mandiant stated at RSAC 2025 that hundreds of Fortune 500 organizations have unknowingly hired DPRK IT workers, with nearly every CISO admitting at least one. Source: CyberScoop 2025.
The DPRK IT worker scheme generated nearly $800M in 2024 alone, with the November 2025 DOJ enforcement action yielding 4 guilty pleas and $15M+ in civil forfeitures across 136+ victim companies. Source: US Treasury, DOJ.
Estimated 1,000 to 10,000 fake employees are currently embedded at companies globally, with a single operative often holding six to seven simultaneous jobs. Source: Fortune 2025.
Where Fuzzy fits
Before the first interview, every candidate presents a Fuzzy badge proving they are a unique, real human with a verified government-issued ID and a live biometric match. Stolen identities, AI-altered photos, and synthetic personas fail at the gate. The same credential carries forward to laptop provisioning, access grants, and periodic re-credentialing.
Consumer and Retail Banking
The bank's hardest job is the first 30 seconds and the next 30 years.
Banks know who their customer was at onboarding. They are increasingly unsure who is logging in today. Re-KYC at every product line burns customer trust. Generative AI made synthetic identities trivially cheap at scale.
US lender exposure to suspected synthetic identities reached $3.3B at year-end 2024, an all-time high. Source: TransUnion H1 2025 State of Omnichannel Fraud Report.
Account takeover hit 23% of surveyed institutions, a 7-point year-over-year jump. Source: Federal Reserve 2026 Risk Officer Report, Q4 2025 survey of 400+ risk professionals.
75% of surveyed financial institutions reported debit card fraud attempts in 2025, accounting for 40% of total payments fraud losses. Source: Federal Reserve 2026.
4,300 FDIC-insured commercial banks and savings institutions in the US, plus 4,300 federally insured credit unions serving 144.7M members. Source: FDIC Q4 2025, NCUA Q4 2025.
Where Fuzzy fits
A high assurance human credential at account opening replaces patchwork KYC and stops synthetic identity at the door. Re-present the credential at high risk moments. Wire initiation. Large transfer. Password reset. Beneficiary add. No dragging the customer through another full KYC. One verification, reused across checking, credit card, auto loan, mortgage, and wealth.
Global Payments
Payment rails were built for a world where you knew your counterparty. That world is gone.
Synthetic vendors, rerouted invoices, and impersonated executives get cheaper to manufacture every quarter as generative AI matures. Issuers, acquirers, processors, and corporates keep re-running KYC at every onboarding. Counterparties pay in friction. Institutions pay in chargebacks, write-offs, and brand damage.
Business email compromise drove $3.046B in reported US losses in 2025, the second-highest cybercrime category behind investment fraud. Source: FBI Internet Crime Complaint Center, 2025 Annual Report.
86% of those funds moved by wire or ACH, landing inside live treasury workflows. Average BEC incident exceeded $122K. Source: FBI IC3 2025.
6.37M small employer businesses in the US, every one a BEC target running wire and ACH. Source: US Small Business Administration Office of Advocacy 2025.
Where Fuzzy fits
A counterparty verified for one payment relationship presents the same credential to the next, with the issuing institution's signal intact. The counterparty produces a live Fuzzy credential before a payment instruction is honored. Works across ACH, wire, card-not-present, real-time rails, and cross-border corridors.
Wealth Management and Institutional Securities
Wealth runs on relationship trust. Generative AI is dismantling that trust in real time.
Firms re-verify at onboarding, then trust voice, video, and email across decades of relationship moments worth seven, eight, and nine figures. The wealth and institutional stack was built on the assumption that the person on the other end of the relationship is who they say they are. That assumption is now the soft target.
Imposter and impersonation scams were the most-reported consumer fraud category in 2024, driving $2.95B in FTC-reported losses. Source: FTC 2024 via Morgan Stanley.
A single deepfake CFO video call cost a Hong Kong-based company $25M when employees were tricked into wiring funds to a fraudster impersonating the CFO. Source: HBKS Wealth Advisors 2026.
Elder financial fraud, the wealth segment's core demographic, hit more than 147,000 victims in 2024 with an average loss of approximately $83,000 per victim. Source: FTC 2024 via Morgan Stanley.
US financial institutions reported a 168% year-over-year spike in detected money laundering accounts in 2025, with impersonation scams now one of the two most common scam types nationally. Source: BioCatch 2025.
Where Fuzzy fits
High assurance human credential at the start of every wealth relationship. Re-present at the moments that move money or change instructions. Wire requests. Beneficiary changes. Address updates. Large withdrawals. Trusted contact designations. Clients can verify the person on the other end of the call, message, or video is the actual advisor and the actual firm, shutting down brand impersonation at the point of contact.
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Higher Ed
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