Image Analysis for Check Fraud Detection

Check fraud has surged, with deposit fraud up roughly fourfold since pre‑pandemic levels. Criminals increasingly steal and resell mailed checks via dark‑web markets. Banks and businesses now rely on image forensic AI and behavioral analytics to flag fraudulent checks early. Summer is here, and everyone is talking about SPF. But, while your accountholders are thinking…

Most financial institutions leverage AI for automating check processing JPMorgan Chase has taken it a step further, leveraging robotics to automate lockbox processing Are there further use cases for robotics in banking? A majority of financial institutions are in the process or have already deployed AI technologies like OrboAnywhere to automate the processing of check…

OIG’s Spring 2026 report shows USPIS barely using its powerful civil fraud tools. Postal Police staffing has been gutted since 2020, even as organized mail theft has surged. Banks must assume mail is unsafe and lean on layered, technology-driven check fraud defenses. For years, OrboGraph has tracked a troubling pattern in USPS mail security failures.…

X9’s report turns scattered fraud experiences into shared intelligence that slashes losses faster. When banks, vendors, and networks share playbooks, fraud rings lose their information advantage. Collaboration through X9’s forum helps FIs deploy stronger defenses and benefit industry‑wide. Back in February of 2025, the Accredited Standards Committee X9 Board of Directors established the Check Fraud…

Music artist built a flashy entertainment persona to disguise a large-scale check fraud operation. Social media and lifestyle branding glamorize bank fraud, turning followers into criminal accomplices. Case underscores urgent need for banks to monitor social platforms and harden check-fraud defenses. Over the past two decades, social media has been perhaps one of the greatest…

Criminals increasingly target post office locations, including bomb threats and armed robberies. Reduced postal police patrols create opportunities for organized mail theft and facility attacks. Financial institutions must deploy multilayered fraud tech, achieving check fraud detection above 95%. While the majority of the mail theft/stolen check events typically target mailboxes, mail carriers, or collusion with…

In case you missed it, over the past month, we have published incredible content on our OrboNation Blog and Modernizing Omnichannel Check Fraud Detection. Review the latest OrboNation Newsletter online or via PDF download.

Federal Reserve report finds no major fraud category dip; debit cards and checks lead attempts. Faster payments saw sharpest year-over-year rise in attempted fraud and associated losses. Banks boost fraud budgets with layered tech defenses, yet threats continue outpacing controls. On April 28, 2026, the Federal Reserve published its Financial Services Risk Officer Survey. The…

Criminals used smart glasses and AI tools to secretly capture shoppers’ payment credentials. Stolen credentials were exploited to buy high-value gift cards and merchandise rapidly. Incident highlights growing risk of AI-enhanced fraud in retail and financial environments. A recent Toronto Police investigation into an “organized, sophisticated” retail fraud ring offers a preview of how AI‑enabled…

House hearing warns that AI-driven fraudsters exploit gaps in outdated BSA-era AML controls. Outdated SARs and CTRs in need of Modernization. Lawmakers push AI-supported, risk-based monitoring that prioritizes fewer, higher-value, network-aware alerts. A new post from PYMNTS.com reports on a recent House Financial Services Subcommittee hearing focused the ways criminals are using AI, synthetic identities, and digital…