# Model Risk Directory > Model Risk Directory is a procurement-grade reference for bank and insurer model risk management. Understand what SR 26-2, SR 11-7, OCC Bulletin 2011-12/2026-13, PRA SS1/23, and the ECB Guide to Internal Models actually require, learn exactly what to verify before you retain an independent model validation firm, and explore a sourced reference to the real advisory firms and MRM governance software vendors active in the space. Procurement support, not a compliance guarantee. Procurement support and buyer education only. Not a compliance guarantee, not legal advice. No fabricated credentials, statistics, reviews, or ratings. Data as of 2026-07-29. ## What this site is A procurement-grade reference for bank and insurer model risk management, organized around named regulatory guidance (SR 11-7, SR 26-2, OCC Bulletin 2011-12/2026-13, PRA SS1/23, ECB Guide to Internal Models) rather than a generic explainer, plus a sourced reference to 34 notable real vendors in the space. 8 guides, 11 named frameworks, 53 glossary terms, 6 comparisons, and 2 published insights. AI coverage is limited to financial- institution model risk, validation, inventories, monitoring, and third-party model controls. Broader AI governance belongs on modelgovernanceindex.com. ## Audit methodology guides - [Model Risk Management Framework](https://modelriskdirectory.com/guides/model-risk-management-framework) - [Model Risk Validation](https://modelriskdirectory.com/guides/model-risk-validation) - [OCC Model Risk Management](https://modelriskdirectory.com/guides/occ-model-risk-management) - [SR 11-7 Compliance](https://modelriskdirectory.com/guides/sr-11-7-compliance) ## Vendor sourcing guides - [Top model risk management firms](https://modelriskdirectory.com/guides/top-model-risk-management-firms) - [Best model risk management software](https://modelriskdirectory.com/guides/best-model-risk-management-software) - [Model Risk Management](https://modelriskdirectory.com/guides/model-risk-management) - [Model Risk Management Software](https://modelriskdirectory.com/guides/model-risk-management-software) ## Named frameworks - [APRA CPG 230 Operational Risk Management](https://modelriskdirectory.com/frameworks/apra-cpg-230) - [Basel Core Principles and internal-model governance](https://modelriskdirectory.com/frameworks/basel-core-principles-model-risk) - [ECB Guide to Internal Models](https://modelriskdirectory.com/frameworks/ecb-guide-to-internal-models) - [EIOPA Guidelines on the use of internal models](https://modelriskdirectory.com/frameworks/eiopa-guidelines-internal-models) - [HKMA CA-G-4: Validating Risk Rating Systems under the IRB Approach](https://modelriskdirectory.com/frameworks/hkma-ca-g-4) - [MAS Artificial Intelligence Model Risk Management information paper](https://modelriskdirectory.com/frameworks/mas-ai-model-risk-management) - [OCC Bulletin 2011-12: Sound Practices for Model Risk Management](https://modelriskdirectory.com/frameworks/occ-2011-12) - [OSFI Guideline E-23: Model Risk Management](https://modelriskdirectory.com/frameworks/osfi-e-23) - [PRA SS1/23: Model Risk Management Principles for Banks](https://modelriskdirectory.com/frameworks/pra-ss1-23) - [SR 11-7: Guidance on Model Risk Management](https://modelriskdirectory.com/frameworks/sr-11-7) - [SR 26-2 / OCC Bulletin 2026-13: Revised Guidance on Model Risk Management](https://modelriskdirectory.com/frameworks/sr-26-2) ## Compare (decision frameworks) - [IBM OpenPages Model Risk Governance vs ModelOp Center](https://modelriskdirectory.com/compare/ibm-openpages-vs-modelop) - [OSFI E-23 vs PRA SS1/23: Canadian and UK MRM expectations](https://modelriskdirectory.com/compare/osfi-e-23-vs-pra-ss1-23) - [SAS Model Risk Management vs ValidMind](https://modelriskdirectory.com/compare/sas-vs-validmind) - [SR 11-7 vs. SR 26-2: What Changed in the 2026 Model Risk Management Guidance](https://modelriskdirectory.com/compare/sr-11-7-vs-sr-26-2) - [SR 26-2 vs OSFI E-23: US and Canadian model risk guidance](https://modelriskdirectory.com/compare/sr-26-2-vs-osfi-e-23) - [SR 26-2 vs PRA SS1/23: model risk principles compared](https://modelriskdirectory.com/compare/sr-26-2-vs-pra-ss1-23) ## Insights - [AI model risk under SR 26-2: what is in scope and what is not](https://modelriskdirectory.com/insights/ai-model-risk-under-sr-26-2) - [The global map of model risk management frameworks](https://modelriskdirectory.com/insights/global-map-model-risk-management-frameworks) ## Notable vendors - [4most (4most Analytics Consultancy)](https://modelriskdirectory.com/vendors/4most) - [Accenture](https://modelriskdirectory.com/vendors/accenture) - [Aon plc](https://modelriskdirectory.com/vendors/aon) - [Baker Tilly US, LLP](https://modelriskdirectory.com/vendors/baker-tilly-us) - [Baringa Partners LLP](https://modelriskdirectory.com/vendors/baringa-partners) - [Capco (The Capital Markets Company NV)](https://modelriskdirectory.com/vendors/capco) - [Charles River Associates (CRA International, Inc.)](https://modelriskdirectory.com/vendors/charles-river-associates) - [Crowe LLP](https://modelriskdirectory.com/vendors/crowe-llp) - [DataRobot, Inc.](https://modelriskdirectory.com/vendors/datarobot) - [Datatron Technologies, Inc.](https://modelriskdirectory.com/vendors/datatron) - [Deloitte](https://modelriskdirectory.com/vendors/deloitte) - [EY (Ernst & Young)](https://modelriskdirectory.com/vendors/ey) - [Finalyse](https://modelriskdirectory.com/vendors/finalyse) - [Genpact](https://modelriskdirectory.com/vendors/genpact) - [Grant Thornton International Ltd](https://modelriskdirectory.com/vendors/grant-thornton-international) - [IBM Corporation](https://modelriskdirectory.com/vendors/ibm-openpages) - [KPMG](https://modelriskdirectory.com/vendors/kpmg) - [McKinsey & Company](https://modelriskdirectory.com/vendors/mckinsey-and-company) - [Milliman, Inc.](https://modelriskdirectory.com/vendors/milliman) - [ModelOp, Inc.](https://modelriskdirectory.com/vendors/modelop) ## Key pages - [Source a firm (sourcing request)](https://modelriskdirectory.com/source-a-vendor) - [Notable vendors](https://modelriskdirectory.com/vendors) - [Glossary](https://modelriskdirectory.com/glossary) - [Free tools](https://modelriskdirectory.com/tools) - [Site search](https://modelriskdirectory.com/search) - [Quiz (which firm do I need)](https://modelriskdirectory.com/quiz) - [Methodology](https://modelriskdirectory.com/methodology) - [Vendors JSON API](https://modelriskdirectory.com/api/vendors.json) - [Guides JSON API](https://modelriskdirectory.com/api/guides.json) - [Frameworks JSON API](https://modelriskdirectory.com/api/frameworks.json) ## Contact hello@modelriskdirectory.com