Fraud is Evolving Fast.
Your Defenses Should Be Too.
Kinective gives financial institutions AI-powered fraud detection across every channel, including check processing, branch, ATM, and self-service, so you can stop more fraud, reduce manual review, and protect your members and customers before losses occur.
The Growing Fraud Threat Facing Banks and Credit Unions Today
Why Fraud Prevention Has Never Been More Critical for Financial Institutions
Fraud hasn’t just grown. It has transformed. Check fraud has surged nearly 600% over the past decade, and ATM-related fraud now accounts for 97.5% of all self-service device incidents globally. Organized crime rings operate with sophisticated tools that produce counterfeits indistinguishable to the naked eye, exploit deposit channels before funds are verified, and attack ATM networks through jackpotting, skimming, and cash trapping schemes that can bypass legacy monitoring systems entirely.
The institutions most at risk are the ones still relying on rule-based detection systems built for a different era, systems that simply cannot keep pace with the speed, scale, and sophistication of today’s fraud environment.
The Biggest Fraud Challenges Financial Institutions Face Today.
- Today’s fraudsters are using AI-generated counterfeits, coordinated check kiting rings, mobile deposit exploitation, and increasingly sophisticated ATM attacks, often simultaneously. Institutions that haven’t upgraded their detection capabilities are fighting a modern, multi-channel threat with outdated, siloed tools.
- The deposit channel is the most vulnerable, and the least protected. As the bank of first deposit, financial institutions bear significant exposure to fraudulent checks processed across mobile, ATM, branch, and remote deposit channels before fraud is identified. Most institutions have more protection on the paying bank side than on the deposit side, leaving a critical gap that sophisticated fraudsters actively exploit.
- ATM and self-service fraud is escalating, and often invisible. Cash trapping accounts for over 60% of ATM fraud incidents worldwide. Jackpotting attacks compromise ATM core systems and force machines to dispense cash without triggering standard alarms. Skimming and card theft schemes unfold gradually, across multiple geographies, in ways that traditional monitoring tools are simply not designed to catch.
- Manual review is unsustainable at scale. As fraud volumes rise across all channels, so does the operational burden of reviewing flagged items. Teams spend hours each day working through suspect queues, many of which are filled with false positives that waste time and erode confidence in the detection system. The result: real fraud gets missed, and good transactions get delayed.
- Siloed detection creates blind spots. When check image forensics, transaction anomaly signals, ATM behavioral data, and self-service device intelligence operate independently, the composite picture needed to catch sophisticated fraud never forms. Institutions running disconnected point solutions are leaving meaningful detection capability on the table, and fraudsters know it.
What’s the Cost to Fall Behind
on Fraud Detection?
The cost of inadequate fraud detection is direct and measurable: charge-off losses from missed items, operational costs from manual review, ATM downtime and incident response from physical attacks, regulatory scrutiny when controls fall short, and, perhaps most damaging, the erosion of consumer trust when members and customers experience fraud on their accounts. In an environment where fraud attempts are rising year over year and across every channel, the question is no longer whether to modernize detection. It’s how quickly you can do it.
How Kinective Solves
Fraud Prevention for Financial Institutions
AI-Powered Fraud Detection Capabilities Built for Banking
On-Us Check Fraud Detection
When a check is presented to the paying institution, Kinective’s AI-powered image forensics go to work, analyzing the item for counterfeits, forgeries, and alterations using deep learning models trained on billions of check transactions. The result is industry-leading detection on the paying bank side, stopping fraudulent items before they clear and protecting your members and customers from loss.
Deposit Fraud Detection
Deposit fraud is where many institutions have the least protection and the most exposure. Kinective’s solution screens checks across all deposit channels, including mobile, ATM, branch, and remote deposit capture, applying a multi-layered approach that combines image forensics, transactional analysis, and behavioral scoring to identify fraudulent items before funds are made available. It’s the defense most institutions are missing, and it’s where Kinective is making the biggest impact.
ATM and Self-Service Channel Fraud Detection
ATM fraud requires a different kind of intelligence, one that understands device behavior, transaction patterns, and network-level anomalies in real time. Kinective’s solution monitors your entire ATM and self-service device estate, applying AI-driven analytics to detect suspicious transaction patterns, off-hours activity, excessive withdrawals, jackpotting signatures, cash trapping indicators, and skimming behavior before losses escalate. Because the solution is vendor-agnostic, it works across multi-vendor ATM environments without requiring hardware changes, giving your institution centralized, intelligent fraud detection across every device and every channel.
Transaction Anomaly Detection
Not all fraud looks like a bad check or a compromised ATM. Kinective’s fraud prevention solution analyzes transaction patterns in real time, flagging outliers in deposit amounts, velocity, timing, and account behavior that deviate from established norms. This behavioral intelligence layer catches fraud that image-based or device-based detection alone would miss, giving your institution a broader and more accurate view of risk across every channel.
Positive Pay for Commercial Clients
Business accounts are a prime target for check fraud. Kinective’s positive pay capability gives your commercial members and customers a proactive line of defense, automatically matching issued checks against presented items and flagging exceptions for review. It’s a meaningful value-add for business relationships and a powerful tool for reducing corporate check fraud losses across your portfolio.
What Financial Institutions Are Seeing
On the ATM and self-service side, institutions using Kinective’s solution have detected critical network-wide anomalies, including major outages and fraud incidents, 5 to 8 minutes faster than competing tools, enabling proactive intervention before losses compound.
Key outcomes across the client base:
- ↓ 40% reduction in fraud losses
- 3x signal coverage across channels
- ↓ 60% reduction in manual review time
- 95% auto-decision rate
Fraud Prevention FAQs —
Answers to the Questions FIs Ask Most
What types of fraud does Kinective's solution detect?
Kinective’s fraud prevention solution covers a broad and growing spectrum, including check counterfeits, forgeries, alterations, check kiting, duplicate deposits, empty envelope ATM fraud, remote deposit capture fraud, account abuse schemes, ATM jackpotting, cash trapping, skimming, and card theft patterns. Detection operates across all channels: teller, branch, mobile, ATM, self-service kiosk, and wholesale lockbox.
How does Kinective's solution address ATM fraud specifically?
Kinective’s solution monitors ATM and self-service device networks for behavioral anomalies in real time, analyzing transaction data, device events, and network signals to detect jackpotting attempts, cash trapping, off-hours suspicious activity, skimming patterns, and unusual withdrawal behavior. Because the solution ingests data from multiple sources and works across vendors, your institution gains centralized visibility and fraud intelligence across your entire ATM estate, not just individual devices.
How is AI-based fraud detection different from traditional rule-based systems?
Traditional rule-based systems flag items based on static thresholds: dollar amounts, velocity limits, and known bad accounts. AI-based detection goes much further, analyzing check images at a forensic level, identifying behavioral anomalies across transaction history, and learning from device and network-level signals to continuously improve as new fraud patterns emerge. The result is meaningfully higher detection rates with fewer false positives, so your team spends less time reviewing legitimate transactions and more time stopping real fraud.
Does Kinective's solution cover both on-us fraud and deposit fraud?
Yes, and that distinction matters. On-us fraud detection protects your institution when checks are presented to you as the paying bank. Deposit fraud detection protects you as the bank of first deposit, where funds are often made available before fraud is confirmed. Most institutions have some protection on the paying bank side; far fewer have strong coverage on the deposit side. Kinective addresses both, along with ATM deposit fraud, which is one of the fastest-growing and least-defended exposure areas in banking today.
How does Kinective's solution reduce false positives and manual review burden?
Kinective’s multi-layered approach, combining image forensics, transaction analysis, behavioral scoring, and device intelligence, generates a composite fraud score that is far more precise than single-signal detection. This means fewer legitimate transactions get flagged, suspect queues are smaller and more accurate, and your fraud team can focus on items that actually represent risk. Institutions using Kinective’s solution have reduced manual review time by up to 60%.
Can Kinective's fraud prevention solution integrate with our existing systems?
Yes. Kinective’s solution is designed to work within your existing core banking and fraud management ecosystem, complementing third-party review platforms, case management tools, ATM management systems, and core banking infrastructure rather than requiring you to replace them. The solution is vendor-agnostic across both check processing and ATM hardware environments, so there is no forced migration or hardware dependency.
Ready to Strengthen Your Institution's Fraud Defenses?
See why 4,300+ financial institutions trust Kinective to protect their operations, their revenue, and their members and customers.
