List of the Top 11 Model Risk Management Software in 2025

While the quality of models may vary, establishing governance is essential for ensuring responsible and ethical decision-making across an organization. The IBM® watsonx.governance™ toolkit for AI governance allows you to effectively manage, monitor, and oversee your organization's AI projects. By leveraging software automation, it significantly improves your ability to mitigate risks, comply with regulations, and address ethical considerations associated with generative AI and machine learning (ML) models. This toolkit equips you with automated and scalable governance, risk, and compliance tools that cover various areas, including operational risk, policy management, financial oversight, IT governance, and both internal and external audits. You can proactively recognize and reduce model risks while translating AI regulations into actionable policies that are automatically enforced, guaranteeing that your organization adheres to compliance standards and maintains ethical integrity in its AI practices. Additionally, this thorough strategy not only protects your operations but also builds confidence among stakeholders regarding the reliability of your AI systems. In a rapidly evolving technological landscape, embracing such governance measures is vital for sustainable growth and innovation.

Since its inception in 2005, Quantivate has been assisting organizations in effectively overseeing their governance, risk, and compliance (GRC) efforts. The versatile technology and service offerings from Quantivate empower organizations, regardless of their size, to enhance strategic decision-making, boost performance, and minimize expenses. Discover the ways in which Quantivate's comprehensive platform can streamline the management of GRC by visiting quantivate.com for more information.

Apparity serves as an exceptional platform for overseeing end-user computing (EUC) while delivering outstanding customer support. It specializes in the identification, inventorying, assessment, and management of end-user applications that are vital to business operations, encompassing tools like spreadsheets, databases, programming languages, BI tools, and beyond. Our software grants comprehensive visibility across the organization by thoroughly auditing all EUC activities. How do we accomplish this feat? The answer lies in our ability to efficiently manage your EUC inventory and ensure regulatory compliance through precise file tracking and version management. Once implemented, users will experience improved collaboration and streamlined process automation, ultimately enhancing overall productivity and efficiency.

Krista serves as an advanced automation platform that eliminates the need for programming expertise. It effectively coordinates both personnel and applications to enhance business performance. With the ability to integrate machine learning and various applications at an astonishing speed, Krista was specifically engineered to focus on automating business outcomes rather than merely handling back-office operations. Achieving optimal outcomes requires collaboration across departments and applications, implementing AI/ML for self-sufficient decision-making, utilizing your current task automation, and accommodating ongoing changes. By digitizing comprehensive processes, Krista creates significant impacts on the organization's overall performance and profitability. Accelerating business automation while alleviating the IT workload is certainly beneficial, and Krista notably decreases total cost of ownership compared to traditional automation solutions. Ultimately, Krista empowers organizations to achieve transformational efficiency and innovation.

The Modelscape solution simplifies the entire lifecycle management of financial models for financial institutions, improving documentation, transparency, and adherence to compliance standards. By implementing this solution throughout the model lifecycle, users benefit from consistent workflows, automated documentation generation, and efficient artifact linking. This methodology not only allows for the scaling of algorithms, models, and applications in both horizontal and vertical dimensions but also accommodates a wide range of enterprise infrastructures and programming languages such as Python, R, SAS, and MATLAB. The solution ensures comprehensive tracking of issues during the model lifecycle through complete model lineage and extensive reporting on both issues and usage. An executive dashboard presents valuable insights into model data, supports the execution of custom algorithms, and provides automated workflows, all while offering web-based access to a detailed and auditable inventory of models and their interconnected dependencies. Users are empowered to create, back-test, and effectively document their models and methodologies, enhancing their operational processes. This solution not only boosts the transparency, reproducibility, and reusability of financial models but also automatically produces essential documentation and reports that assist in ongoing compliance efforts. Consequently, it enables financial institutions to uphold exceptional standards in model governance and achieve greater operational efficiency, ultimately leading to better decision-making and risk management across the organization.

Boost the efficiency of your model lifecycle with assurance by leveraging our AI-driven model risk management solution, the Chiron MRM Platform, which streamlines real-time model validation and monitoring. The model validation process is frequently laborious and costly; however, our enterprise risk management offerings enable clients to reduce validation expenses by as much as ten times. Chiron’s state-of-the-art monitoring capabilities allow for the early detection of potential model failures, aiding in the creation of more effective models while also lowering capital requirements. To establish trust in your models for decision-making, it is crucial to maintain a transparent and auditable view of the models used within your organization. The Chiron Enterprise includes a customized model inventory that monitors each model throughout its lifecycle, in addition to a dynamic workflow engine aimed at enhancing efficiency. By expanding your model risk operations, you can implement organized and uniform workflows across your teams, which leads to improved results for your organization. Furthermore, this all-encompassing strategy fosters a culture of accountability and ongoing enhancement in model management, ensuring that your organization remains at the forefront of industry standards. Embracing this innovative approach not only optimizes operational efficiency but also bolsters your competitive edge in the market.

The EY Trusted AI Platform provides organizations with critical insights into the sources and elements that contribute to risk, while also aiding AI design teams in the evaluation and quantification of these risks. By employing interactive, web-based tools for schematics and assessments, the platform creates an in-depth risk profile for any AI system. It utilizes an advanced analytical model that converts user input into a composite score, reflecting the technical risk, impact on stakeholders, and the effectiveness of controls surrounding the AI system. In assessing technical risk, the platform scrutinizes the AI system's design, considering various risk drivers such as the technologies involved, the operational context, and the autonomy level of the system. Furthermore, when evaluating stakeholder risk, it takes into account the objectives set for the AI, alongside the financial, emotional, and physical impacts on both internal and external users, as well as potential reputational, regulatory, and legal issues that may emerge. This thorough methodology not only ensures that every aspect of risk is examined but also facilitates informed decision-making for organizations navigating AI implementation challenges. Consequently, the platform stands as a pivotal resource in enhancing the overall safety and efficacy of AI solutions.

CIMCON Software tackles the operational hazards linked to end-user computing (EUC) files, which include challenges such as inaccuracies in regulatory reporting, compliance issues, cyber threats, and potential fraud. These risks stem from a variety of EUCs, including spreadsheets, complex models, Access databases, applications developed in languages like VBScript, R, and Python, along with self-service analytics tools like Tableau and QlikView. Financial institutions rely heavily on EUC tools, such as Excel spreadsheets and custom scripts, to swiftly respond to changing market conditions and regulatory requirements. These applications play a vital role in functions that range from financial modeling to accounting, making effective management essential to maintain compliance with regulatory standards. To facilitate this management, CIMCON Software delivers solutions that generate a thorough inventory of all EUCs present in an organization, highlight the most critical files, uncover errors, visualize data dependencies, and enable ongoing monitoring and control over essential EUCs. By optimizing this approach, organizations can significantly decrease risks, boost operational efficiency, and foster a more compliant business environment. Ultimately, leveraging such solutions not only protects against potential vulnerabilities but also empowers organizations to make informed decisions based on reliable data.

Connected Risk offers a thorough solution designed to fulfill all governance, risk, and compliance (GRC) needs within a single platform. Utilizing our cutting-edge, low-code/no-code framework, EmpoweredNEXT, Connected Risk provides a strong infrastructure that allows for the development of applications customized to the specific needs of your team. This cohesive approach to comprehensive risk management is designed to manage your governance, risk, and compliance initiatives throughout a unified lifecycle, addressing the distinct requirements of your organization. Daily, prominent global organizations rely on it as a dependable resource for tackling GRC obligations. Moreover, enterprise risk management supplies your organization with vital tools to effectively navigate risks and disruptions. In addition, regulatory change management aids your compliance team in managing changes in a systematic and interconnected manner. Lastly, model risk management supports your organization in creating and maintaining an efficient model inventory, ensuring effective oversight of workflows. By implementing Connected Risk, you can enhance your organization's overall resilience and adaptability in the face of evolving challenges.

A single vulnerability in your program could lead to the oversight of significant risks. As financial institutions adopt increasingly complex calculations, comprehensive business models, and appointed model owners, the sophistication of risk models is advancing. Within the interplay of various models, hidden threats may exist. Nevertheless, organizations can avoid the pitfalls of program fragmentation. The Crowe Model Risk Manager provides a software solution that integrates model risk management across the entire workflow. This centralized platform, featuring real-time visualizations, streamlines the management of processes while facilitating effective issue tracking, generating reports, and demonstrating compliance. Financial institutions can move beyond traditional tools like spreadsheets and emails to gain a cohesive and comprehensive perspective. Our cutting-edge software makes it easy to grasp all elements of model risk management. Model owners can clearly see their responsibilities, the next steps to take, and maintain ongoing oversight of activities. In addition, banks can utilize automated workflows and actions to boost efficiency and keep the program aligned with objectives. This comprehensive strategy not only empowers organizations to preemptively tackle risks but also enhances their overall risk management frameworks, fostering a culture of continuous improvement. By embracing this innovative approach, financial institutions position themselves to navigate the complexities of today’s financial landscape with confidence and clarity.

Governance Risk and Compliance can be simple, dependable, and affordable, allowing for decision-making that is grounded in risk assessment while improving overall business outcomes. The KPMG Risk Hub is an innovative, cloud-driven technology platform that delivers an up-to-the-minute perspective on various risks. In collaboration with IBM®, KPMG provides this managed risk service in a way that is adaptable and scalable, addressing the specific requirements of each organization. With its comprehensive data integration, insightful reporting, and robust analytics, KPMG Risk Hub empowers organizational leaders to make well-informed, risk-focused business choices, ultimately driving performance and resilience. By leveraging these tools, businesses can navigate uncertainties with greater confidence.