Many banks do not document failure plans for Tier 1 models

Risk Benchmarking: Strong predeployment validation gives way to ad hoc escalation of breaches, even at some large lenders This piece is part of a series benchmarking bank model risk management practices. Risk Management subscribers can view selected cuts of the underlying data here. Sign up for Risk Benchmarking emails here.Control frameworks for recognising and responding to instances of model failure post-deployment remain inconsistent among banks, even for critical models, Risk.net’s Model Risk Benchmarking study Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.To access these options, along with all other subscription benefits, please contact info@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe You are currently unable to print this content. Please contact info@risk.net to find out more. You are currently unable to copy this content. Please contact info@risk.net to find out more. Copyright Infopro Digital Limited. All rights reserved.You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.If you would like to purchase additional rights please email info@risk.net Sorry, our subscription options are not loading right now Please try again later. Get in touch with our customer services team if this issue persists. New to Risk.net? View our subscription options If you already have an account, please sign in here. Model risk Model risk managers are being asked to do more with less Risk Benchmarking study finds function being handed expanding AI workload, on flat resources 20 Jul 2026 Model risk Banks are automating GenAI testing, but scope varies widely Risk Benchmarking: LLM-as-judge offers model testing at scale, but few lenders use it to facilitate autonomous sign-off 17 Jul 2026 Model risk Model Risk Benchmarking 2026: explore the data View interactive charts from Risk.net’s 44-bank study, covering model inventories, resourcing, GenAI governance, validation and regulation 15 Jul 2026 Model risk A third of banks do not maintain logs for GenAI models Risk Benchmarking study finds few banks review prompt logs systematically, with larger firms focusing on higher risk use cases 14 Jul 2026 Model risk Few banks formally evaluate GenAI human-in-the-loop controls Risk Benchmarking: G-Sibs and challengers use tools to test controls efficacy; others rely on judgement 10 Jul 2026 Model risk From gatekeeper to coach: model risk bids to reinvent itself Model Risk Benchmarking data reveals a function in flux, grappling with resource cuts, AI models, regulatory divergence 08 Jul 2026 Most read articles loading... Back to Top