Top WizRule Alternatives

Fraud.com's aiReflex offers a comprehensive digital risk and trust solution aimed at enhancing your fraud prevention strategies, thereby ensuring a more secure and equitable experience for your customers. This innovative tool assesses the authenticity of transactions in real-time, employing a robust multi-layer defense system alongside explainable AI to combat fraud and bolster customer confidence. It provides all the essential features to eradicate both transactional and application fraud, such as: - Transactional Orchestration - Adaptive Rule Engine - AI Engine (Supervised and Unsupervised Machine Learning) - Simulation Engine - Dynamic and static lists - Journey-Time Orchestration - OmniChannel Case Management - Centralised Fraud Reporting Reach out to us at fraud.com to discover how we can assist you in fortifying your fraud defenses while simultaneously lowering costs and enhancing overall customer satisfaction. By leveraging our solutions, you can create a safer environment for your operations and improve trust among your clientele.

Reveal the hidden connections and relationships among claimants, providers, and businesses to aid in identifying systemic insurance fraud. The advanced analytics provided by NetMap significantly enhance the Special Investigations Unit's ability to discover fraudulent networks within their claims. This software quickly analyzes claim information, public records, and other relevant data to reveal trends indicative of fraudulent activities. Equipped with powerful analytics and visualization capabilities, SIU analysts can rapidly pinpoint intricate patterns of deceit. By transforming what typically takes weeks of investigation into mere hours, NetMap not only boosts the efficiency of organized claims fraud investigations but also speeds up the transition from detection to referral, leading to a more effective strategy for tackling fraud. Furthermore, employing these analytical tools results in better-informed decision-making and contributes to improved outcomes across the insurance sector, fostering a more secure environment for all stakeholders involved.

RISK IDENT stands out as a premier software development firm specializing in anti-fraud solutions tailored for the e-commerce and telecommunications industries. Our proficiency in machine learning and data analytics sets us apart in the field. Among our flagship offerings are DEVICE IDENT Device Fingerprinting and FRIDA Fraud Manager, which tackle issues such as account takeovers, payment fraud, and fraudulent loan applications. Our sophisticated software solutions are designed to identify online fraud by swiftly assessing and analyzing a multitude of data points. We empower businesses with real-time insights that enable the preemptive prevention of fraudulent activities. With numerous accolades and a strong emphasis on data security, we believe the cornerstone of effective fraud prevention lies in a robust network that analyzes all pertinent data at remarkable speeds. By providing immediate identification of anomalies, we ensure that our clients stay one step ahead of potential threats. Our commitment to innovation drives us to continuously enhance our solutions and maintain our leadership in the industry.

Marble is an advanced, open-source engine designed to monitor transactions, events, and user activities to identify potential money laundering, fraud, or misuse of services. Our platform features a user-friendly rule builder compatible with various data types, alongside an engine capable of performing checks both in real-time and in batches, complemented by a case management system that enhances operational efficiency. Ideal for payment service providers, banking-as-a-service companies, neobanks, and marketplaces, Marble also caters effectively to telecommunications organizations. The engine empowers these entities to swiftly create and modify detection scenarios, enabling decision-making within minutes. Such decisions can initiate events within existing systems, introduce friction, or impose restrictions on real-time operations. Additionally, users can conduct investigations through Marble's case manager or leverage the Marble API for deeper insights into their systems. Mindfully developed with compliance at its core, Marble guarantees that all processes are versioned, auditable, and devoid of time restrictions, ensuring a robust security and compliance framework.

TrackLight stands out as a groundbreaking platform that leverages advanced artificial intelligence to identify and mitigate fraudulent activities, with the goal of preventing expensive mistakes before they happen. By utilizing an extensive database encompassing over 3,000 unique fraud schemes and more than 1 billion records from open-source intelligence, it seamlessly integrates with existing operational workflows to boost efficiency. The platform is complemented by an intelligent assistant named Ray, which provides succinct executive summaries and actionable insights, ensuring that decisions made are both precise and equitable. Furthermore, TrackLight offers a diverse array of tools tailored for due diligence, fraud analytics, social network analysis, and case management, all aimed at safeguarding businesses by detecting patterns in large data sets and automating numerous tasks. This not only enhances the efficiency of business operations but also delivers crucial insights that facilitate the detection of potential fraud, making it an indispensable resource for organizations striving to protect their assets. In summary, TrackLight equips businesses with the means to proactively combat fraud, thereby significantly minimizing the threat of financial setbacks and fostering a more secure operational environment. The platform's comprehensive approach ensures that companies are well-prepared to face the evolving landscape of fraudulent activities.

Supervizor offers a continuous quality assurance framework with unparalleled anomaly detection capabilities, aimed at eradicating accounting errors and reducing fraud risks. Our mission is to equip businesses with reliable financial data. With its unique features for detecting anomalies, Supervizor allows organizations to identify a wide range of errors, including those in accounting practices and possible fraudulent activities. As errors often stem from processes and personnel, companies are increasingly encountering advanced fraud tactics. By integrating with your ERP system, Supervizor consolidates journal entries using an extensive library of millions of accounting patterns. You can conduct pre-configured checks continuously across various domains, promoting teamwork to maintain the quality of financial information across multiple subsidiaries, systems, departments, and geographical areas. The platform also automates the data extraction and preparation processes, alleviating the burden of manual data collection, cleansing, and formatting tasks. Furthermore, it intelligently detects and prioritizes the most crucial findings for further investigation, minimizing false positives while boosting overall precision. These features make Supervizor an essential tool for enhancing financial integrity and simplifying the auditing process for businesses, ensuring they can operate with confidence in their financial reporting. By leveraging Supervizor, organizations can ultimately achieve a higher standard of financial accountability and transparency.

To reduce the incidence of bad debts and the related costs of collection and recovery efforts, it is vital to avoid granting risk segments to applicants who provide false information on their applications. Keeping losses from serious fraud and write-offs stemming from fraudulent applicants to a minimum is essential. Moreover, it is important to ensure that the processes for detecting fraud do not compromise customer service or delay decision-making. This entails closely examining suspicious cases, analyzing the outcomes of application assessments, and making well-informed decisions. By automating fraud detection and investigation processes, organizations can significantly boost their operational efficiency. Ensuring that interfaces are user-friendly is crucial for maintaining low resource demands and minimizing operational expenses. Furthermore, the system should be designed to automatically assign cases for deeper investigation and generate a fraud likelihood score to prioritize subsequent actions. Adopting these strategies will ultimately enhance the effectiveness of fraud management, leading to improved financial stability. By fostering a proactive approach, businesses can better safeguard their operations against fraudulent activities.

CipherTrace provides top-tier anti-money laundering (AML) compliance solutions for a wide array of financial institutions, including major banks and exchanges, all around the world, due to its exceptional data attribution, sophisticated analytics, innovative clustering algorithms, and comprehensive coverage of more than 2,000 cryptocurrency entities, placing it ahead of its competitors in the blockchain analytics sector. The service helps protect clients from threats associated with money laundering, illicit money services, and vulnerabilities in virtual currency transactions. Its Know Your Transaction feature simplifies AML compliance processes for virtual asset service providers. In addition, CipherTrace is equipped with robust blockchain forensic tools that aid in investigating criminal activities, fraud, and sanction violations, enabling users to visually follow the movement of funds. Furthermore, it actively oversees cryptocurrency businesses to verify AML compliance, evaluate the efficacy of Know Your Customer (KYC) practices, and carry out performance audits. The training offered through CipherTrace’s certified examiner program provides hands-on experience in tracing blockchain and cryptocurrency transactions, thereby improving professionals' capabilities in this fast-changing industry. In this way, CipherTrace's all-encompassing strategy empowers clients to remain proactive in meeting regulatory requirements while efficiently mitigating risks associated with cryptocurrency transactions.

Shift Technology’s Claims Fraud Detection platform provides AI-driven solutions to help insurers detect and prevent fraud across property and casualty claims. With its ability to identify fraudulent activities from individual opportunistic fraud to organized networks, the platform accelerates the investigation process by up to four times. Using machine learning, the system integrates external data sources, helping insurers make faster and more accurate decisions. Trusted by industry leaders, Shift Technology has helped identify over $5 billion in fraud, improving both fraud detection capabilities and overall claims processing efficiency for top insurers worldwide.

Arbutus Audit Analytics tackles the intricate difficulties faced by experts in auditing, risk management, and compliance sectors. This innovative platform equips users to perform comprehensive data evaluations, meet audit standards, foster teamwork and information sharing, overcome data-related issues, and lessen reliance on IT support, among various other advantages. It is offered in two different formats: the Centralized/Enterprise edition and the Desktop/Team edition, thereby accommodating a wide range of organizational requirements and preferences. By providing these tailored editions, it guarantees that both large corporations and smaller teams can leverage its powerful features effectively. This versatility in offerings makes Arbutus Audit Analytics a valuable asset for any organization looking to improve its audit processes.

Preventing fraudulent activities from the very beginning is crucial. The FICO® Application Fraud Manager is designed to effectively tackle identity-based fraud at its source by precisely detecting both first-party and third-party application fraud, all while ensuring an exceptional customer experience. This innovative solution seamlessly integrates with current origination systems, enabling real-time assessments of fraud that are powered by sophisticated machine learning analytics. By merging analytics, data orchestration, case management, and detection strategies, it significantly boosts the ability to recognize and address fraudulent behaviors. It evaluates a wide range of behavioral characteristics to detect unusual patterns that may indicate fraud, thereby enhancing the decision-making process by incorporating insights from both internal and external data sources. With ready-made compatibility with platforms like FICO Origination Manager, organizations can swiftly deploy the solution to optimize their application processes, leading to increased efficiency and stronger security protocols. This all-encompassing method equips businesses with the tools they need to stay ahead of fraud perpetrators while ensuring that customers continue to enjoy a positive experience. Ultimately, it fosters a proactive stance against fraud in an ever-evolving landscape.

FraudScore is a comprehensive anti-fraud solution crafted by a diverse team of data scientists, digital marketers, and ad fraud specialists. Since its inception in 2016, it has gained the trust of numerous leaders in the industry. The platform is designed to safeguard both desktop and mobile traffic, effectively combating various types of ad fraud. Employing a unique "fraud score" system, FraudScore evaluates the likelihood of fraud for each install, conversion, traffic source, and offer by assigning them a specific score. This system not only assesses the severity of potential fraud but also provides insights into various fraud patterns. Consequently, clients can establish robust cases against fraudulent activities, articulate their stance regarding each specific incident, and engage in informed negotiations. Furthermore, FraudScore serves as an all-encompassing platform that identifies ad fraud at every phase of the advertising funnel, ranging from pre-bid requests to the analysis of impressions, clicks, and ultimately scoring installs and conversions. This holistic approach ensures that clients receive thorough protection and can effectively manage their advertising investments.

SatoriCCM ensures thorough oversight of all transactions in your organization, delivering a notable and measurable return on investment. Frequently, organizations come to recognize the critical nature of Continuous Control Monitoring (CCM) only after facing significant consequences or security incidents. This reluctance to embrace proactive strategies, often rooted in denial or a lack of awareness about the dangers of fraud and breaches, leaves organizations vulnerable to unnecessary threats. Our Satori Continuous Control Monitoring (SatoriCCM) solution is vital as it assures total data integrity, protecting businesses from preventable risks, costly mistakes, and fraudulent behavior. Through independent and continuous monitoring, organizations, particularly those with moderate to high transaction volumes or extensive workforces, can experience peace of mind. SatoriCCM facilitates the swift resolution of exceptions on a daily or weekly basis, ensuring that challenges are tackled in real time instead of waiting for annual assessments that could render some findings obsolete. Consequently, adopting SatoriCCM transcends mere compliance; it cultivates a proactive culture of vigilance and readiness to navigate an ever-changing risk environment. By integrating this solution, organizations position themselves to proactively manage risks rather than react to crises after they occur.

With Oversight, you achieve thorough and immediate insight into all systems related to various expenses, encompassing payables, travel, entertainment, purchasing cards, and more. Leveraging cutting-edge AI and machine learning, Oversight automates the examination of spending patterns and identifies risks specific to your organization’s financial behaviors, enabling you to take focused action on the most pressing audit concerns. The platform adeptly identifies potential weaknesses in processes, allowing you to promptly tackle issues and drive significant shifts in employee purchasing practices. By prioritizing the optimization of personnel behavior instead of solely enforcing rules, Oversight reduces out-of-policy spending by an extraordinary 70%. Its proven best-practice approach not only alleviates the audit burden but also delivers measurable ROI through tools for behavior tracking, benchmarks, employee engagement, and scorecards that keep stakeholders updated on advancements and areas for improvement. Through the implementation of Oversight, you can effectively manage the highest risks associated with your financial processes, whether involving procurement, payables, fleet management, travel and entertainment, purchasing cards, or general ledger activities. Additionally, the platform is built to seamlessly adapt as you enhance your controls, ensuring that your financial management grows in tandem with your organization's evolving requirements. By incorporating such a robust solution, you can cultivate a culture rich in accountability and transparency, ultimately strengthening your organization’s financial integrity. This not only empowers employees but also fosters a proactive approach to financial management within the company.

Elevate your fraud detection strategies and minimize financial losses by implementing an all-encompassing AI-powered solution that seamlessly combines diverse rules and multiple machine learning approaches to enhance detection effectiveness without adding complications. Leverage automated investigation tools equipped with sophisticated analytics and visual insights to enable prompt decision-making and swift responses. Effortlessly maintain transparency and meet compliance standards with convenient one-click reporting functionalities. Protect your business's growth trajectory and the introduction of new offerings by utilizing a flexible and open platform that supports expansion across various business units and diverse applications. This robust suite of solutions, crafted with a cloud-first mentality, is designed to manage large volumes of digital data in real time, thereby improving detection accuracy and enabling rapid responses to emerging fraud threats within a cohesive, multi-tenant enterprise setting. Furthermore, the platform's inherent flexibility guarantees it can adapt to evolving market trends, equipping businesses with essential tools to remain competitive and proactive in the face of potential challenges. By investing in this innovative solution, organizations can foster resilience and ensure sustainable growth in an ever-changing landscape.

We are a cybersecurity company dedicated to thwarting fraud and protecting identities in the digital realm. Our mission is to ensure that both individuals and businesses can engage in secure online interactions effortlessly as they navigate their digital transformations. We deploy a range of technologies to identify individuals by examining their distinct physiological and behavioral characteristics. Once this data is collected, our system establishes a unique pattern for each individual, which acts as a benchmark for future assessments. In addition, we perform transaction analyses of user behavior and create specialized channels aimed at fraud detection and prevention. Our methodology emphasizes the secure and swift exchange of sensitive data, utilizing an encrypted data vault as a reference point. Furthermore, we provide an extensive multi-channel fraud prevention framework that employs machine learning to create intelligent profiles, allowing us to detect potentially fraudulent activities based on user behavior patterns. This proactive stance ensures we maintain a strong defense against cyber threats, and by consistently adapting to new information, we significantly bolster our capacity to combat evolving fraud strategies. Ultimately, our commitment to innovation and vigilance positions us as a leader in the fight against cybercrime.

A comprehensive solution exists to combat various forms of fraud. With 25 years of expertise, Subex Fraud Management offers all-encompassing protection for digital services by utilizing cutting-edge machine intelligence and signaling intelligence. This innovative solution merges a conventional rule engine with sophisticated AI and machine learning capabilities to enhance coverage across a wide range of services while reducing the time fraud can operate within the network. Additionally, it features mechanisms for real-time blocking of fraudulent activities. At the heart of the Subex Fraud Management solution lies a hybrid rule engine, which implements detection techniques that include expressions, thresholds, and trends. The rule engine incorporates a diverse array of rules, including threshold, geographic, sequential pattern, combinatorial, ratio/proportion-based, negative, and hotlist-based rules, among others. These various rules empower organizations to effectively monitor and respond to advanced threats that may arise in their networks, ensuring a proactive approach to fraud management.

Internal Audit teams, Fraud Investigators, Privacy Analysts, Compliance Officers, and Criminal Detectives all depend on specialized software for effective data analysis and visualization. Our expertise encompasses providing support for InfoZoom, a unique data visualization solution specifically designed to tackle the challenges encountered in internal audits, compliance evaluations, and investigative endeavors. Utilizing InfoZoom allows users to retrieve immediate information independently, removing the need for assistance from IT or database specialists. Whether conducting ad-hoc research or performing routine analyses, users can consistently find the answers they need without relying on external support. This intuitive data visualization software excels at quickly identifying outliers and trends within datasets, making it a perfect fit for both audit and investigative work. Our comprehensive knowledge spans various types of data analytics, covering audits, investigations, and privacy-related issues. InfoZoom is crafted for ease of use and typically requires no formal training, as our guidance resembles personalized consulting designed to address your specific analytical needs. Moreover, users appreciate how rapidly they can attain proficiency with the tool, which significantly boosts their productivity and efficiency. The combination of user-friendliness and powerful capabilities makes InfoZoom an invaluable asset for professionals in these fields.

Data analytics is transforming the professional environment for those in audit, accounting, and finance on a global scale. In any audit process, whether the aim is to detect fraud or identify irregularities, trends, or patterns, it's crucial to implement a solution that guarantees consistently high-quality audits. The IDEA® Data Analysis Software is recognized as a powerful and user-friendly tool developed by specialists in the auditing industry. Boasting a modern, intuitive interface and advanced analytical features, IDEA improves the efficiency of data analytics, ensures a smooth user experience, and provides quick, cost-effective insights that enable more informed business decisions. It allows for easy data import from multiple sources while preserving the integrity of the original dataset through read-only access, which is vital for maintaining data fidelity. With an extensive array of over 100 audit functions, users can perform comprehensive analyses while easily spotting patterns, trends, and anomalies, all supported by a transparent audit trail that ensures repeatability in their assessments. Furthermore, the software empowers professionals to significantly enhance their auditing methodologies, ultimately contributing to more effective financial oversight and decision-making.

Our technology, founded on blockchain principles, guarantees that the audit trail remains immutable, preventing any alterations or deletions, even by those in positions of high authority. This system adheres to rigorous audit trail standards established by various regulations, including GDPR, PSD2, PCI-DSS, ISO 27001, HIPAA, and SOX. By enabling real-time, comprehensive analysis of all activities and integrating AI-driven anomaly detection, we effectively deter fraudulent activities. The integration is straightforward, providing both agent-based and agentless options for all existing systems, along with a user-friendly RESTful API. This solution creates a centralized command center that facilitates immediate monitoring and control over all systems and users. Organizations benefit from enhanced compliance capabilities, leading to reduced operational costs and lessened burden during audits, forensics, and fraud detection efforts. With our blockchain technology implemented, you can trust in the inviolability of your critical data, as it is engineered to be tamper-resistant, ensuring that your information remains secure and reliable. Furthermore, this cutting-edge approach empowers organizations to uphold significant levels of accountability and transparency throughout their operations, fostering trust with stakeholders and clients alike. As a result, businesses can focus more on growth and innovation while maintaining robust security and compliance practices.

Establish, execute, and manage fraud detection mechanisms even without any previous experience in machine learning. Utilize your historical data combined with more than twenty years of experience from Amazon to create a customized and accurate fraud detection system. Start spotting fraudulent activities immediately, seamlessly refine your models using specific business guidelines, and apply your insights to generate crucial forecasts. Amazon Fraud Detector serves as an all-encompassing tool aimed at helping users identify potential fraudulent actions, facilitating faster detection of online fraud. By leveraging this service, businesses can bolster their security protocols and adjust their tactics in response to changing fraud trends, ultimately leading to a more robust defense against fraudulent activities. Additionally, businesses are empowered to make data-driven decisions that enhance their overall operational efficiency.

Improve your approach to managing fraud and payment processes by addressing the specific fraud challenges that your business faces with a customized solution. Implement a combination of cutting-edge technologies to combat fraudulent actions, while streamlining operations so that automated systems can take care of routine functions. Utilize link analysis to anticipate and avert fraudulent transactions with greater efficiency. Develop and adjust rules that support your organization's objectives and key priorities. Cross-check user data against our comprehensive database of known fraudsters to maintain strong defenses. Our flexible platform is designed to adapt to your changing fraud-related concerns, offering dependable solutions, insightful analysis, and strategic recommendations tailored to tackle both present and future fraud challenges. We facilitate a smoother payment experience for merchants and payment service providers, enhancing the oversight of the authentication process through our fully-accredited 3DS Server and SDKs. When combined with our fraud detection systems, we effectively counteract malicious activities, ensuring your customers have a seamless shopping experience. By choosing to invest in our solutions, you not only protect your business but also build lasting trust and loyalty with your customers. Furthermore, this proactive stance on fraud management can significantly boost your brand's reputation in the market, paving the way for sustained growth and success.

For organizations that oversee vital systems managing complex or sensitive information, having a robust solution with extensive auditing features is crucial. The foundation of effective operational security consists of two primary elements: the identification of irregular activities and potential threats, as well as the early detection of misuse of information assets before these risks escalate. Additionally, it is imperative to conduct detailed forensic analyses to bolster investigations and support regulatory requirements. This brings us to the proposed solution: Q-Audit, a dynamic real-time auditing software powered by Splunk from Qmulos, which is specifically engineered for enterprises needing to meet stringent audit criteria. Its notable advantages include an intuitive user interface, swift installation, and the ability to adapt continuously to changing audit requirements and new data integrations. Furthermore, by implementing a clear and enforceable audit policy, Q-Audit not only strengthens security measures but also provides actionable insights that organizations can depend on. Consequently, companies are better equipped to protect their essential assets while ensuring adherence to compliance standards, ultimately fostering a safer operational environment. With its advanced capabilities, Q-Audit stands as a vital asset for any enterprise committed to robust data security and regulatory alignment.

Rippleshot is a company dedicated to fraud detection and prevention, leveraging cutting-edge artificial intelligence and machine learning methods to aid financial institutions in proactively identifying and managing card fraud. Their flagship product, Sonar, analyzes millions of card transactions daily, effectively identifying compromised merchants and at-risk cards, which enables swift and accurate responses to potential fraud incidents. In addition, Rippleshot offers an AI-driven tool that allows financial institutions to implement effective fraud prevention strategies without needing extensive IT resources. By adopting these state-of-the-art solutions, banks and credit unions can substantially reduce losses related to fraud, minimize unnecessary card replacements, and enhance the overall experience for their cardholders. Through innovative, cloud-based technology that harnesses machine learning and data analytics, Rippleshot is transforming how financial institutions approach fraud detection, making it quicker and more efficient to uncover fraudulent activities. Their ongoing dedication to utilizing advanced technology not only helps institutions stay ahead in the relentless fight against fraud but also strengthens the trust and security associated with financial transactions, ultimately benefiting consumers and financial entities alike. As the landscape of fraud continues to evolve, Rippleshot remains committed to refining its offerings, ensuring that financial institutions are well-equipped to tackle emerging challenges effectively.

The Lyons Quality Audit Tracking System® (LQATS) is an innovative web-based platform designed to gather, evaluate, and showcase quality audit findings from both suppliers and internal personnel within a manufacturing environment. This system enables the collection of real-time audit data from various global locations, ensuring comprehensive oversight. The system encompasses audits from suppliers, final assessments conducted by company auditors, and evaluations from distribution centers and manufacturing plants. LQATS facilitates immediate data entry, monitoring, and analysis of quality audit information sourced from both distribution centers and supplier facilities, enhancing operational efficiency. Key functionalities include intuitive controls that minimize user input errors, a detailed change history tracking feature, and a robust search capability that allows users to filter data through a variety of query parameters. It also enables the monitoring of global performance metrics in real-time, supports fabric inspections, and incorporates six-sigma analysis along with a disposition log. The audit data is presented in both tabular and graphical formats, with the flexibility to export outputs to Excel, PDF, or other document types, making it a versatile tool for quality management. This system ultimately streamlines the quality audit process and improves overall manufacturing standards.

Protecting against fraud and fostering customer confidence are essential goals for financial institutions, posing significant challenges along the way. Fiserv tackles these obstacles with its innovative and intuitive solution designed for managing financial crime and compliance effectively. The Fraud Risk Manager™ from Fiserv presents a holistic strategy for preventing fraud. It integrates sophisticated transaction and customer monitoring with a powerful case management system, which includes a guided alert management process and adaptable workflows tailored to specific needs. By employing Fraud Risk Manager, institutions benefit from state-of-the-art fraud detection technology, leading to enhanced accuracy, streamlined analysis, and improved operational efficiency. Furthermore, a comprehensive library of customizable risk perspectives and alert parameters enables teams to quickly pinpoint and address fraudulent activities. This extensive repository not only provides strong defense against financial losses resulting from fraud but also empowers users to react swiftly to new and evolving fraud threats. Consequently, your institution is well-equipped to adopt a proactive approach to managing risks in a dynamic environment and can adapt its strategies as the landscape continues to change. This adaptability is vital for sustaining long-term trust and security in financial operations.

Stay ahead of the constantly evolving threat landscape with advanced fraud detection technology that improves operational efficiency while also reducing costs. LexisNexis FraudPoint employs advanced analytics to identify fraudulent applications by leveraging extensive and continuously updated identity and digital intelligence. This real-time data refreshment equips you to outsmart fraudsters effectively. With FraudPoint's solutions, businesses can detect fraudulent activities before finalizing any application, successfully identifying synthetic identities and other deceitful practices, which results in a significant reduction in both fraud occurrences and financial losses. Additionally, by optimizing the investigative process, FraudPoint lowers administrative costs associated with unproductive inquiries, thus enhancing your overall financial health. Furthermore, this analytic suite offers access to some of the most reliable fraud prevention data and insights, including crucial digital analytics, boosting your ability to recognize a variety of fraudulent actions. The comprehensive framework of FraudPoint not only prepares organizations to tackle existing threats but also fortifies them against future challenges in the realm of fraud detection. As a result, companies can maintain a proactive stance against potential risks while safeguarding their resources effectively.

Telecom fraud incurs an astonishing global cost of nearly $40 billion annually for businesses. Each instance of fraudulent international calling can inflict severe financial damage, averaging around $50,000 in losses. Many conventional manual methods are often inefficient and lack the automation necessary to quickly detect and prevent fraudulent activities. Protector has emerged as the foremost fraud management solution in the United States, developed through years of experience and ongoing enhancements. Now in its 11th iteration, this powerful and flexible tool leverages decades of knowledge in fraud risk management across a wide array of carriers. With Protector, companies can effectively stop active fraud, conduct rapid investigations, and resolve issues, leading to a significant and swift return on investment. To further support quick ROI, Protector integrates effortlessly with the PRISM database of IRSF test numbers, allowing for the preemptive blocking of IRSF attacks before they can cause damage. Furthermore, it provides users with the capability to identify and evaluate potentially suspicious activities within their networks, enhancing overall security measures. This comprehensive approach not only safeguards financial assets but also strengthens the integrity of the telecommunications infrastructure.

Employing a blend of structured guidelines and workflows, combined with an intuitive drag-and-drop interface, significantly boosts your team's efficiency while streamlining the handling of complex rules. An AI-driven, self-adaptive model, shaped by analysis of customer interactions and user patterns, allows for quick differentiation between legitimate actions and irregularities. This capability enables the management of vast numbers of transactions in real time, executing actions automatically according to your defined rules while also investigating particular cases of concern. Unifying your team on a single platform enhances convenience, facilitating the effortless addition of an unlimited number of members. Moreover, a comprehensive alarm management dashboard equips you to evaluate and investigate high-risk transactions as well as potential fraud incidents. This cutting-edge fraud detection system can effortlessly connect with an API gateway, ensuring compatibility with any software or application your organization employs, thus offering a thorough safeguard against fraudulent activities. Ultimately, implementing a strong system not only secures your business but also optimizes overall operational effectiveness, enhancing every aspect of your workflow and decision-making processes.

Moonsense empowers individuals to detect sophisticated fraud strategies by providing immediate access to valuable insights and comprehensive source data, which enhances fraud detection while reducing user hassle. By utilizing user behavior and network intelligence, it becomes feasible to reveal a user's unique digital fingerprint, similar to an individual's physical fingerprint. In a time characterized by regular data breaches, this distinct digital identifier effectively aids in spotting intricate fraud patterns without compromising the user experience. Among the various forms of fraud, identity theft remains a significant threat. During account creation, there are recognizable behavioral patterns that can be examined. By analyzing the digital signals of users, accounts that stray from conventional patterns can be flagged for additional scrutiny. Moonsense is dedicated to leveling the playing field in the fight against online fraud, ensuring organizations can safeguard their users effectively. A single integration allows access to a wealth of insights into both user behavior and network interactions. Ultimately, this forward-thinking strategy not only bolsters security but also cultivates trust between users and service providers, enhancing the overall digital landscape. With such a robust system in place, companies are better equipped to respond to emerging threats and protect their customer base.

Improve the accuracy of location information for verifying digital identities, preventing fraud, and adhering to regulatory frameworks. Verify the user's geographical position and assess it against compliance criteria to ensure that they are situated within the designated area or zone. This strategy not only increases acceptance rates for legitimate users but also significantly reduces the incidence of fraudulent activities. By merging device, location, and identity intelligence, the system is capable of confirming and validating the authenticity of the reported location. It creates a device fingerprint by analyzing various fraudulent device behaviors, which may include jailbroken devices, misleading location applications, and emulators. Moreover, it protects against dishonest user behaviors such as location hopping, account sharing, and unauthorized access to accounts. By integrating all available geolocation signals, such as WiFi, GPS, and GSM, along with innovative technology, the efficacy of location data is markedly improved. Additionally, it identifies sophisticated location spoofing methods, which encompass the use of VPNs, data centers, anonymizers, proxies, and Tor exit nodes, thereby providing a robust defense against advanced fraud attempts. This comprehensive strategy not only strengthens security measures but also reassures users that their personal information is securely managed. Ultimately, the enhanced capabilities ensure a safer digital environment for all users.

Confront fraud and financial malfeasance with unparalleled accuracy by utilizing the FICO® Falcon® Fraud Manager, a robust platform designed for the effective management of fraud detection, anti-money laundering (AML), Know Your Customer (KYC) regulations, and sanctions screening. This formidable solution empowers users to establish rules, apply machine learning techniques, streamline workflows, and manage investigations from a single, cohesive interface. By leveraging the FICO® Falcon® Fraud Manager, organizations can achieve seamless operations at scale, resulting in faster fraud identification and crime deterrence while simultaneously enhancing digital interactions that build consumer confidence. Explore the boundaries of financial crime detection with versatile capabilities that support any data input in any format. Effortlessly assimilate both streaming and batch updates from a wide array of sources, facilitating the mapping of data for aggregations, the derivation of variables, and the creation of contextual data services. Choose from a rich selection of proven FICO machine learning models, or incorporate your own models or those developed by third parties. Additionally, you can design, evaluate, and implement models using open-source libraries via the FICO® Analytics Workbench™ – Falcon® Edition, ensuring a tailored and effective strategy for combating financial crime. This all-encompassing system not only strengthens security protocols but also enables organizations to maintain a proactive stance in a constantly changing threat landscape, ultimately contributing to a safer financial environment for all stakeholders.

Fraud Detection Contemporary systems for preventing fraud often rely on documenting incidents and adhering to rules set by experts; however, this method frequently falls short due to the expansive and evolving landscape of fraudulent behavior. POINTER presents a progressive approach that efficiently detects fraudulent transactions by identifying anomalies in a user's typical behavior patterns. By employing a unique mathematical framework alongside sophisticated data mining techniques, POINTER creates a dynamic Personal Symbolic Vector that reflects user habits. Moreover, the system's incorporation of auto-learning capabilities enables it to adjust to genuine shifts in behavior over time. This continuous adaptability ensures that user profiles remain up-to-date and that the latest expert guidelines are utilized in fraud detection. In addition, POINTER minimizes the occurrence of false alerts, which in turn reduces the time staff need to spend on investigations and improves overall customer service. Organizations also have the flexibility to tailor these parameters to find the most effective approach for their individual requirements. Ultimately, this groundbreaking method transforms how institutions approach and address the challenge of fraud, paving the way for a more secure financial environment. By streamlining the detection process, POINTER not only enhances operational efficiency but also fosters greater trust between customers and institutions.

To protect the integrity of your business and avoid questionable transactions with high-risk third parties, it is crucial to adopt effective Big Data screening solutions from SAP. Utilizing sophisticated software will improve your capacity to spot and avert irregularities, which in turn reduces the likelihood of fraud and helps mitigate financial losses. The SAP Business Integrity Screening application allows for rapid identification of unusual activities by employing flexible rule configurations and predictive analytics, which play a vital role in revealing potential fraudulent actions. By efficiently screening a large number of transactions for anomalies, you can safeguard your revenue stream and lower fraud-related losses while also decreasing the rate of false positives. Additionally, analyzing exception-based scenarios in conjunction with behavioral analytics empowers businesses to thwart future incidents and formulate strong strategies for tackling anomalies and fraud. You can enhance your detection methods further through calibration and simulation tools that facilitate scenario planning based on historical data, helping to identify the most effective strategies. This proactive method not only bolsters your fraud detection capabilities but also cultivates a culture of awareness and vigilance across your organization, ultimately contributing to a more secure operational environment. By committing to these advanced solutions, your business can thrive in a landscape increasingly challenged by fraudulent activities.

Leverage the power of advanced AI and image analysis with TAFraudSentry, a groundbreaking system that combines digital image forensics with transaction monitoring to establish a robust, multi-layered defense against various forms of check fraud. As technology evolves, so do the tactics employed by fraudsters, leading to an increase in both the complexity and frequency of fraudulent activities. Financial institutions throughout the United States are at the forefront of this relentless struggle, facing a variety of sophisticated fraud schemes that put their operations at risk. Embrace a proactive strategy with TAFraudSentry, an elite, AI-enhanced solution specifically crafted for identifying check fraud and safeguarding your financial assets. This state-of-the-art system employs AI and image analysis not only to respond to fraud but also to predict and prevent it, protecting both the institution and its customers from potential monetary loss. By adopting this innovative solution, financial organizations can uphold their credibility and trustworthiness in a landscape where fraud risks are continuously evolving, ensuring they stay one step ahead of criminal tactics. Ultimately, TAFraudSentry empowers institutions to navigate the complexities of modern fraud while maintaining their commitment to secure and reliable financial services.

Fintech firms can greatly enhance their operations through sophisticated services designed to combat digital fraud and evaluate risks effectively. By leveraging non-personal data alongside behavioral analysis, we provide thorough evaluations of device risk and protection for online users. Our innovative solutions are crafted not only to prevent fraudulent activities but also to lower overall threat levels, while simultaneously attracting new customers and promoting sustainable growth in portfolios. With JuicyScore, companies can identify various types of fraud, detect suspicious activities, and gain insights into user intentions, allowing for precise segmentation of incoming data based on associated risk levels. This approach significantly improves the quality of information available for decision-making and fortifies the security of clients' personal accounts, which in turn enhances the rate of successful online transactions. JuicyID simplifies the client authentication process, ensuring the protection of sensitive data while minimizing the chances of fraudulent incidents. Additionally, we focus on identifying both technical and social forms of fraud, effectively categorizing risks and delivering a comprehensive data vector that enriches current scoring models, thus improving the accuracy of decision-making frameworks. The seamless integration of these services not only ensures a strong foundation for risk management but also positions fintech companies to thrive in an increasingly competitive landscape. Ultimately, our comprehensive approach lays the groundwork for a more secure and efficient financial ecosystem.

NEMESIS is a cutting-edge AI-powered technology designed for anomaly detection, focusing specifically on uncovering fraud and inefficiencies. This innovative platform not only uncovers avenues for enhanced efficiency in your business management systems but also functions as a tailored enterprise solution that empowers business analysts to swiftly transform data into actionable insights. By leveraging artificial intelligence, NEMESIS tackles various challenges such as excessive staffing, inaccuracies in medical records, quality of care issues, and fraudulent claims. Its continuous monitoring capabilities reveal a spectrum of risks, from proactively identifying quality-related concerns to exposing areas of waste and misuse. Through the application of machine learning and AI, it adeptly identifies fraudulent behaviors and schemes before they can adversely affect your financial standing. Moreover, NEMESIS fortifies your capability to oversee spending and recognize budget variances, thereby maintaining a clear line of sight into waste and misuse. This holistic approach not only boosts operational efficiency but also cultivates a financial environment marked by greater accountability and transparency. In doing so, it positions your organization for sustainable growth and enhanced decision-making capabilities.

minFraud is a specialized service that supports businesses in fighting against online fraud by providing risk assessment scores and relevant data regarding digital transactions. It’s worth exploring whether the minFraud service meets your organization's requirements. The riskScore is generated in under half a second, employing a mix of machine learning techniques and human evaluation of fraud trends identified throughout the network. This score is derived from a comprehensive dataset comprising over 3 billion online transactions that minFraud analyzes annually for a variety of online businesses. In some scenarios, such as evaluating online behaviors like account logins, incentivized traffic, or application downloads, an IP address may be the only data point available. In these cases, the IP Risk Score allows you to evaluate the risks associated with the IP, which helps in reducing unwanted activities. Moreover, we strongly advise incorporating our device tracking functionality to improve the precision of IP risk assessments, adding another layer of protection against fraudulent actions. By leveraging these tools, businesses are empowered to enhance their defenses against various potential threats in the digital landscape, ultimately leading to a more secure online environment.

Incorporate fraud and compliance risk into a comprehensive solution that ensures maximum control across omnichannel environments. Safeguard your organization from fraudulent activities while minimizing potential risks. Effective serves as a modular, centralized risk management hub that guarantees compliance from the outset and works to eliminate fraud. Utilizing advanced AI and ML algorithms, it evolves in response to the dynamic needs of the organization. This solution features a single interface that consolidates all existing risk management tools. A unified API enhances fraud reduction, compliance, and operational effectiveness. By leveraging a blend of internal intelligence, top-tier services, and human insight, you can obtain valuable insights and enhance team productivity. Customizing fraud workflows and case management can be done without the need for engineering expertise. A tailored dashboard enables you to visualize potential threats and keep track of malicious actors. Swiftly investigate suspicious activities to uncover fraud ring behaviors and pinpoint new threats as they arise, ensuring that your organization stays one step ahead of potential fraudsters. Additionally, ongoing updates and support will help you adapt to new challenges in the evolving risk landscape.

FraudShare is a groundbreaking platform developed by LIMRA to address the growing problem of account takeover fraud in the financial services industry. It offers users immediate access to data concerning incidents and indicators of threats associated with ATO attacks, enabling businesses to implement preventative measures against fraudulent activities. Users benefit from timely email alerts and can utilize data export functions or an API, making it easier to recognize and prevent further attacks. The platform's correlation analysis capabilities allow organizations to uncover and link related incidents, revealing additional threat indicators crucial for comprehensive examinations. Moreover, FraudShare supplies important statistics and trends based on authenticated fraud cases, aiding companies in understanding the complexities and consequences of ATO fraud. This extensive pool of information equips organizations to make informed decisions to enhance their fraud prevention strategies and adapt to the constantly evolving threats within the financial sector. As a result, FraudShare not only strengthens individual defenses but also fosters a collaborative approach to combat sophisticated fraud tactics across the industry. In conclusion, its role is vital in improving collective resilience against fraud in an increasingly digital world.

Bindy is a cloud-based solution tailored for multi-unit retailers, manufacturers, pharmacies, and hospitality businesses, designed to optimize inspection workflows, pinpoint issues, and assign corrective measures to uphold brand standards. Administrators have the capability to organize site visits using a calendar and can craft personalized inspection checklists or forms to gather data, including the ability to attach reference materials. Among Bindy's notable features are audit management, root cause analysis, data visualization, task management, and collaborative tools. The software empowers managers to automatically create action plans based on identified non-compliance issues and assign specific tasks to users, thereby enhancing the efficiency of problem resolution. Furthermore, the integrated monitoring feature allows supervisors to log in and assess team progress, providing visibility into outstanding tasks. To facilitate seamless integration, Bindy also provides an API that allows businesses to connect the platform with various third-party data export applications. Subscription pricing is available on a monthly basis, and comprehensive support is offered through FAQs, email, phone, and other online resources to assist users effectively. This comprehensive approach not only enhances operational efficiency but also ensures that compliance is consistently maintained across all locations.

We tackle the challenges associated with digital identity and financial fraud, enhancing the protective measures for your organization. Our background as fraud and risk managers provides us with a deep understanding of the complex and sophisticated threats that your organization faces on a daily basis. Our platform is recognized as the most comprehensive solution for effectively managing digital risks. Are you still taking a reactive approach to combating fraud? Do you often feel overwhelmed by the constant battle against these threats? With our robust suite of fraud management tools, you can take control and proactively identify online fraud risks before they escalate. Our advanced technology provides real-time risk assessments for every transaction, utilizing award-winning strategies that analyze factors such as device intelligence, behavioral insights, geographical locations, customer profiles, payment information, and details about the purchase along with any associated transactions. In addition, we leverage state-of-the-art machine learning techniques alongside established rules to effectively differentiate between legitimate customers and potential threats, thus reducing the necessity for manual reviews and highlighting transactions that may be risky. This all-encompassing strategy not only fortifies your security measures but also empowers your team to respond rapidly and confidently to potential fraud, ultimately fostering a safer environment for your organization. As the landscape of fraud continues to evolve, our commitment to innovation ensures that you stay one step ahead.

Leveraging graph analytics during the entirety of the customer journey can reveal concealed risks and highlight unforeseen opportunities. Traditional Master Data Management (MDM) systems often find it difficult to handle the extensive and varied data produced by numerous applications and external entities. The outdated techniques for probabilistic matching employed in MDM fall short when confronted with isolated data sources, which results in overlooked connections and insufficient context, ultimately impairing decision-making and leaving business potential untapped. An ineffective MDM framework can lead to far-reaching consequences, detrimentally affecting both customer interactions and operational productivity. Without prompt access to thorough insights regarding payment behaviors, emerging trends, and potential risks, your team's capacity to make quick, informed choices is hindered, leading to increased compliance costs and challenges in broadening your reach. When data is not integrated efficiently, it fosters disjointed customer experiences across various channels, sectors, and regions. Efforts aimed at engaging customers on a personal level frequently miss the mark due to reliance on incomplete and often outdated data, underscoring the critical necessity for a more unified approach to data management. This absence of a comprehensive data strategy not only diminishes customer satisfaction but also constrains avenues for business expansion and innovation. Ultimately, a robust MDM system is essential for fostering a seamless customer experience and driving sustainable growth in today’s competitive landscape.

Benford's law is an effective method for revealing patterns that may indicate fraudulent disbursements. It requires the analysis of audit trail reports from accounting software such as QuickBooks to identify suspicious actions like voids and deletions. Moreover, it also includes the detection of multiple payments made for the same amount on a single day. A comprehensive examination of payroll runs is performed to find any discrepancies, particularly payments that exceed designated salary or hourly rates. Payments made on days when businesses are closed are given extra attention. By employing statistical analyses, outliers that could point to fraud are uncovered, and duplicate payments are verified for accuracy. Furthermore, vendor files in accounts payable are scrutinized for names that may appear strikingly similar, leading to investigations into potential fictitious vendors. Comparisons of vendor addresses and payroll information are assessed through Z-Scores and relative size factor tests. Although data monitoring and unexpected audits have proven to significantly mitigate fraud losses, merely 37% of organizations have implemented these vital controls. For smaller businesses with fewer than 100 employees, the average estimated loss attributed to fraud stands at $200,000, underscoring the fact that these enterprises typically lack sufficient resources to effectively identify and respond to fraudulent activities. Therefore, it becomes crucial for small businesses to embrace more robust fraud detection strategies to protect their financial health and ensure long-term sustainability. By doing so, they can not only detect irregularities but also foster a culture of transparency and accountability within their operations.

SQL Compliance Manager provides database administrators with the capability to oversee, audit, and notify concerning user activities and alterations within SQL Server. Its performance surpasses that of rival products, featuring rapid configuration of auditing parameters, a comprehensive array of templates and reports aligned with regulatory standards, and detailed before-and-after data comparisons for both compliance and forensic inquiries. Additionally, it distinguishes between standard user access and that of privileged applications, simplifies the tracking and reporting of access to sensitive columns, and allows for significant customization of audit configurations tailored to specific servers and databases. This versatility makes it an invaluable tool for maintaining security and compliance in database management.

We work hand-in-hand with our merchants to boost their revenue by increasing their success rates while reducing potential risks. By analyzing extensive customer data, we extract critical insights that pinpoint the most effective payment options customized to each merchant's unique needs. Our adaptable scoring system combines payment protocols and business regulations with customer information, utilizing machine learning to enhance revenue, protect against fraud, and mitigate chargebacks. By harnessing top-tier data analytics, we reveal actionable insights that lead to increased conversions, improved revenue, and the development of lasting customer loyalty. Merchants have the capability to process payments in 150 currencies and through more than 220 payment methods across all platforms, including online, mobile, and physical locations, all via a single integration. HiPay serves as a global payment solution that understands the importance of transactions as more than just financial exchanges. Our innovative and flexible platform empowers merchants to fully exploit the value embedded in their payment data across diverse sales channels. By refining conversion rates and optimizing revenue pathways, merchants can also uncover and capitalize on new avenues for expansion. Ultimately, our goal is to transform the payment ecosystem, equipping merchants to flourish in a constantly changing marketplace, while fostering a community of innovation and growth.

FraudGuard® distinguishes itself as the leading decision-making solution in today’s lending landscape, employing advanced analytics, thorough reporting, analysis of defect trends, and essential audit trails that are vital for maintaining a compliant loan origination process. No other automated system matches the vast selection of data sources and features that FraudGuard consolidates into one comprehensive quality assurance platform. Lenders can place their trust in FraudGuard for exceptional analytics, backed by knowledgeable product support and development teams. By leveraging a combination of public, private, and proprietary data, the FraudGuard platform aids lenders in identifying potential fraud risks and discrepancies in mortgage applications, ensuring compliance with regulations and enhancing the review process's efficiency and speed, which ultimately results in higher loan quality. The platform's sophisticated reporting capabilities provide actionable insights and customized recommendations that are critical for making well-informed loan decisions, further emphasizing its importance in the lending process. In addition to optimizing operations, FraudGuard fosters increased trust and reliability throughout the mortgage lending ecosystem, thereby reinforcing the integrity of the entire industry. This comprehensive approach not only mitigates risks but also empowers lenders to make more confident choices in a competitive market.

Lunio, formerly known as PPC Protect, specializes in automating the defense against click fraud. By analyzing traffic patterns from various acquisition sources, we ensure that our evaluations are utilized to effectively protect those channels. This guarantees that you are only billed for clicks that are likely to lead to conversions, as we filter out fraudulent or invalid traffic. Employing cutting-edge cybersecurity techniques, we closely examine traffic behaviors across all networks and leverage the insights to bolster protection on every platform. Each month, we also engage in environmental initiatives by planting thousands of trees in support of our users, contributing to efforts aimed at combating climate change. With a strong focus on privacy, we ensure compliance with both current and future privacy regulations across all networks. Our dedicated team of cybersecurity experts and data scientists evaluates the threat level of traffic to your paid acquisition channels by scrutinizing both location and behavioral data. The insights derived from one channel can be seamlessly applied across all channels, offering a comprehensive and adaptive layer of ad protection that continuously evolves. This not only secures your advertising investments but also reinforces our commitment to sustainability, demonstrating that protecting your interests and the planet can go hand in hand. In our pursuit of excellence, we strive to innovate and enhance our services, ensuring that our clients receive the best possible protection against click fraud.

In today's world of interconnectedness, various industries encounter numerous challenges that necessitate ongoing attention and creative solutions. These pervasive issues require urgent action and efficient strategies for resolution. A primary concern is revenue assurance, which emphasizes the importance of ensuring that organizations accurately collect and account for every dollar owed to them. This encompasses the vital activities of identifying and securing all possible revenue sources while also protecting against losses stemming from mistakes, fraud, or operational shortcomings. Managing disputes, chargebacks, and refunds is crucial for maintaining customer trust and loyalty, while also ensuring that accurate records are kept to prevent revenue discrepancies. Adhering to agreements is essential to prevent any potential revenue loss, and implementing precise billing practices is necessary to reduce financial risks. In the public sector, effective budget management is pivotal for ensuring that resources are allocated properly. Furthermore, guarding against unauthorized transactions and fraudulent claims is key to preserving financial integrity. Organizations also need to comply with industry regulations to avoid penalties and safeguard their reputation. In addition, addressing the challenges posed by large volumes of unstructured data can greatly improve overall operational performance and enhance decision-making capabilities. By proactively tackling these various challenges, organizations can better position themselves for increased success in an ever-evolving landscape. Ultimately, embracing innovative solutions will be vital for navigating the complexities of the future.

More than 25 prominent companies in Israel rely on Argoscope for its timely alerts that mitigate potential financial losses through a combination of technological innovation, automation, and specialized knowledge. Functioning 24/7, Argoscope scrutinizes all financial transactions within the organization, including payments made to suppliers, customers, and employees, to detect errors, fraudulent activities, and compliance violations. Its capability to integrate smoothly with various databases allows for a thorough assessment of all business operations. By utilizing the expertise of top professionals such as finance managers, risk analysts, internal auditors, and cybersecurity experts from leading Israeli firms, the system employs sophisticated methods like machine learning and business intelligence to continuously enhance its algorithms. In addition, Argoscope guarantees effective monitoring of organizational assets, providing security and reassurance regardless of location or time. This comprehensive strategy not only bolsters security but also fortifies the financial integrity of the companies that implement it, ensuring they remain resilient in an ever-changing financial landscape. As a result, organizations can focus more on their core activities, confident that their financial health is under vigilant surveillance.