In this discussion, James Rowe and Nanci McKenzie from Affirmative Technologies share their expertise in ACH processing and risk management. They dive into the importance of ACH risk monitoring and the need for predictive models to evaluate originator risks. The duo also introduces their innovative ACH risk scoring tool, akin to a FICO score, to help financial institutions manage unauthorized transaction risks effectively. Key insights revolve around regulatory expectations and the evolution of risk management in the fast-paced payments landscape.
Effective ACH risk monitoring is vital for payment processors and ODFIs to mitigate unauthorized transaction risks and ensure compliance.
The development of a predictive risk scoring tool, similar to a FICO score, enhances risk assessment for ACH originators based on historical data.
Deep dives
Significance of ACH in Payment Processing
The ACH network plays a crucial role in the payment processing industry, representing an immense volume of electronic transactions. In 2021, ACH accounted for about $95 trillion of the total $129 trillion in non-cash payments. This popularity stems from its efficiency and cost-effectiveness, making it the preferred method for various transactions, including debit payments. Despite emerging technologies like FedNow, ACH remains integral due to its established trust and operational efficacy in financial operations.
The Need for Predictive Risk Management Models
The podcast discusses a predictive model designed to help payment processors assess the risk of ACH originators before onboarding them. This model is significant for originating depository financial institutions (ODFIs) to maintain compliance and manage unauthorized return rates from originators in high-risk industries. Using historical transaction data enables ODFIs to make informed decisions about which originators to support and how to monitor them effectively after onboarding. This proactive approach aims to protect financial institutions from regulatory scrutiny regarding potential fraud.
Technological Innovations in Risk Assessment
A central feature of the discussion is the development of a risk scoring tool, akin to a FICO score, specifically for ACH originators. It leverages extensive historical data on transactions to predict the likelihood of unauthorized activities and assess the creditworthiness of originators. This scoring system transforms the traditional risk assessment process by providing empirical, statistically sound predictions rather than relying solely on subjective evaluations. Consequently, financial institutions can prioritize their risk management efforts more effectively, focusing on high-risk originators.
Regulatory Expectations and Outcomes
Regulators increasingly prioritize risk management within financial institutions, prompting a shift from judgmental to score-driven assessments of originator risk. The podcast highlights how adopting a predictive risk scoring system can help institutions adhere to regulatory standards and improve overall risk assessments. Regulators are looking for solid risk management models, especially for institutions over a set asset threshold. By implementing these new tools, financial institutions can better align themselves with regulatory expectations while enhancing their operational effectiveness in managing risk.
In the latest episode of Payments Pros, hosts Carlin McCrory and Keith Barnett are joined by James Rowe and Nanci McKenzie from Affirmative Technologies to discuss Automated Clearing House (ACH) originator risk.
Affirmative Technologies is one of the nation's leading technology providers in ACH processing and risk management software. The company provides innovative electronic payment solutions to a wide variety of businesses, including financial institutions, third party payment processors, and business entities that seek an effective enterprise, ACH payment solution.
James and Nanci highlight the importance of ACH risk monitoring in the payment processing industry, accounting for a significant portion of noncash payments. They discuss the need for a predictive model to assess the risk of a particular originator, which can help payment processors and Originating Depository Financial Institutions (ODFIs) decide whether to onboard an originator, or how to monitor them once onboarded.
They also discuss Affirmative Technologies’ ACH risk scoring tool, which uses historical data to predict the likelihood of an originator submitting an unauthorized transaction. This tool, similar to a FICO score, can help financial institutions manage their risk more effectively.
The group also touches on the regulatory expectations for and increasing focus on risk management.
Get the Snipd podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share & Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode