Best Model Risk Management Software for Mid Size Business

Although not every model possesses the same quality, it is crucial for all models to have governance in place to promote responsible and ethical decision-making within an organization. The IBM® watsonx.governance™ toolkit for AI governance empowers you to oversee, manage, and track your organization's AI initiatives effectively. By utilizing software automation, it enhances your capacity to address risks, fulfill regulatory obligations, and tackle ethical issues related to both generative AI and machine learning (ML) models. This toolkit provides access to automated and scalable governance, risk, and compliance instruments that encompass aspects such as operational risk, policy management, compliance, financial oversight, IT governance, and both internal and external audits. You can proactively identify and mitigate model risks while converting AI regulations into actionable policies that can be enforced automatically, ensuring that your organization remains compliant and ethically sound in its AI endeavors. Furthermore, this comprehensive approach not only safeguards your operations but also fosters trust among stakeholders in the integrity of your AI systems.

Risk Cloud™, LogicGate's most popular GRC process automation platform Risk Cloud™, allows organizations to transform disorganized compliance and risk operations into agile process apps without having to write a single line code. LogicGate believes that enterprise technology can make a significant difference in the lives of employees and their organizations. We aim to transform the way companies manage governance, risk, compliance (GRC), programs so that they can manage risk with confidence. LogicGate's Risk Cloud platform, cloud-based applications, and raving fan service, combined with expertly crafted content, allow organizations to transform disorganized compliance operations into agile processes without writing a line of code.

Quantivate has been helping organizations efficiently manage their governance, risk, and compliance (GRC) initiatives since 2005. Quantivate’s scalable technology and service solutions equip organizations of all sizes to make more strategic decisions, improve performance, and reduce costs. Learn about how Quantivate’s integrated platform can simplify GRC management at quantivate.com.

Apparity is a powerful platform that helps manage end-user computing (EUC), with a phenomenal customer service. Apparity is designed for identifying, inventorying, assessing and controlling the end-user applications that support critical business processes. This includes spreadsheets and models, databases, programming languages scripts, BI Tools, and more. Our software platform provides enterprise-wide visibility through a complete auditing of all EUC activities. How do we achieve this? It's simple. You can manage your EUC inventory effectively and maintain regulatory compliance with accurate file tracking and versioning. After implementation, users will enjoy enhanced collaboration and process automation.

Datatron provides tools and features that are built from scratch to help you make machine learning in production a reality. Many teams realize that there is more to deploying models than just the manual task. Datatron provides a single platform that manages all your ML, AI and Data Science models in production. We can help you automate, optimize and accelerate your ML model production to ensure they run smoothly and efficiently. Data Scientists can use a variety frameworks to create the best models. We support any framework you use to build a model (e.g. TensorFlow and H2O, Scikit-Learn and SAS are supported. Explore models that were created and uploaded by your data scientists, all from one central repository. In just a few clicks, you can create scalable model deployments. You can deploy models using any language or framework. Your model performance will help you make better decisions.

Krista is an intelligent automation platform that does not require any programming knowledge. It orchestrates your people and apps to optimize business results. Krista integrates machine learning and other apps faster than you could imagine. Krista was designed to automate business outcomes and not back-office tasks. Optimizing outcomes requires that you span departments and apps, deploy AI/ML for autonomous decision making, leverage your existing task automation, and enable constant change. Krista digitizes entire processes to deliver organization-wide, bottom line impact. Automating your business faster and reducing the IT backlog is a good idea. Krista significantly reduces TCO when compared to your existing automation platform.

The Modelscape solution streamlines the management of financial models' lifecycle for financial institutions, enhancing documentation, transparency, and compliance. By adopting this solution across the entire model lifecycle, users can take advantage of standardized workflows, automated documentation processes, and seamless artifact linking. This approach allows for the horizontal and vertical scaling of algorithms, models, and applications. Additionally, it supports various enterprise infrastructures and programming languages, including Python, R, SAS, and MATLAB. Comprehensive tracking of issues throughout the model lifecycle is facilitated by full model lineage and detailed reporting on issues and usage. An executive dashboard provides insights into model data, enables custom algorithm execution, and offers automated workflows, all while granting web-based access to a thorough, auditable inventory of models and their dependencies. Users can also develop, back-test, and document their models and methodologies effectively. This solution significantly enhances the transparency, reproducibility, and reusability of financial models, while also automatically generating the necessary documentation and reports to support ongoing compliance efforts. In doing so, it empowers financial institutions to maintain high standards in model governance and operational efficiency.

Tackle complex policy and procedure obstacles using Mitratech's PolicyHub, a comprehensive platform for managing policies. Efficient and budget-friendly, PolicyHub includes capabilities like policy oversight, automated evaluations of knowledge, auditing functions, and detailed reporting. This tool empowers organizations to showcase their commitment to corporate accountability and maintain a robust compliance program. Additionally, PolicyHub allows users to generate in-depth reports on the fly and swiftly respond to audits or investigations, ensuring that they stay ahead in a dynamic regulatory landscape. Ultimately, having such a solution in place can significantly enhance an organization's operational effectiveness and risk management strategies.

See the risks. Seize the opportunities. While others fear risk, we embrace it. For over 20 years, Protecht has redefined the way people think about risk management. We help companies increase performance and achieve strategic objectives by enabling you to better understand, monitor and manage risk. Protecht ERM is a single, integrated no-code SaaS platform that provides you with all the tools you need to dynamically manage all aspects of enterprise risk management and GRC. That includes risk assessments, key risk indicators (KRIs) and key performance indicators (KPIs), compliance, incidents, vendor and cyber/IT risk, operational resilience and business continuity, internal audit, and so much more. We’re with you for your full risk journey. Let’s transform the way you understand your risk appetite and manage your risk portfolio to create exciting opportunities for growth for your organization. Founded in 1999, Protecht is a leading provider of complete, cutting-edge and cost-effective enterprise risk management software, training and advisory solution, with headquarters in Sydney and offices in London and Los Angeles.

ClusterSeven Shadow IT manager gives you control over hidden spreadsheets and other data assets that could put your business at risk. Manage the sensitive, hidden spreadsheets, apps, and data assets that are not under IT's control. This can create risk. You can now quickly and efficiently take inventory of files that your organization relies on and monitor who is making changes. This will help you to meet compliance and audit requirements, and prevent potential problems from affecting your enterprise.

AI Cloud represents an innovative strategy designed to meet the current demands, challenges, and potential of artificial intelligence. This comprehensive system acts as a single source of truth, expediting the process of bringing AI solutions into production for organizations of all sizes. Users benefit from a collaborative environment tailored for ongoing enhancements throughout the entire AI lifecycle. The AI Catalog simplifies the process of discovering, sharing, tagging, and reusing data, which accelerates deployment and fosters teamwork. This catalog ensures that users can easily access relevant data to resolve business issues while maintaining high standards of security, compliance, and consistency. If your database is subject to a network policy restricting access to specific IP addresses, please reach out to Support for assistance in obtaining a list of IPs that should be added to your network policy for whitelisting, ensuring that your operations run smoothly. Additionally, leveraging AI Cloud can significantly improve your organization’s ability to innovate and adapt in a rapidly evolving technological landscape.

Our risk management platform and consultancy equip you to foresee future challenges, maintain your reputation, and enhance business performance through effective governance strategies. Recognizing that risks are interwoven, we have developed our governance sector and point solution packages on a comprehensive taxonomy platform, allowing seamless integration across all departments and supporting you throughout your organization's complete risk management journey. Conducting a risk assessment enables you to pinpoint banking risk trends across various branches while identifying control and process deficiencies. Additionally, understanding location-specific risk elements—such as vulnerability to natural disasters and employee distribution—is crucial for grasping the overall risk landscape of your enterprise. We connect clients with our skilled team of risk management consultants to propel your business forward, complemented by a variety of tailored training sessions and consulting services focused on best practices. This comprehensive approach ensures that you are well-prepared to tackle the complexities of risk in today’s dynamic environment.

Enhance the efficiency of your model lifecycle confidently by utilizing our AI-powered model risk management technology, the Chiron MRM Platform, which automates real-time model validation and monitoring. The process of validating models can often be both time-consuming and expensive. However, with our enterprise risk management solutions, clients can decrease validation costs by up to tenfold. Chiron's advanced monitoring features facilitate the early identification of potential model failures, which contributes to the development of superior models and diminished capital requirements. To ensure that models can be relied upon for decision-making, it is essential to maintain a clear and auditable perspective on the models implemented in your organization. Chiron Enterprise provides a tailored model inventory that tracks all models throughout their lifecycle, alongside a flexible workflow engine designed to optimize processes. By scaling your model risk operations, you can enforce organized and consistent workflows across your teams, ultimately driving better outcomes for your organization. Moreover, this comprehensive approach supports a culture of accountability and continuous improvement in model management.

Model Edge supports the comprehensive lifecycle of models by simplifying the management, development, validation, and governance of your entire portfolio, including AI, all from a single platform. By streamlining operations, Model Edge enhances your confidence in the program through essential tools that demonstrate model effectiveness and explainability to both internal and external stakeholders. The platform features robust model recording and documentation capabilities within a unified environment. Additionally, it offers a complete inventory of models along with an audit trail that monitors historical and real-time modifications and updates. Utilize a centralized cloud-based environment to oversee every phase of a model’s lifecycle, from its initial conception to full implementation. You can effectively manage your workflows for model development and validation while also monitoring progress across various programs, ensuring that each step is tracked and optimized. This comprehensive approach not only fosters better collaboration but also enhances accountability throughout the model management process.

Focus is a central tool that improves model governance transparency, efficiency, effectiveness, and transparency. Focus helps you to adhere to the best practices for regulatory requirements in a controlled and systematic way. To ensure you are on the right track, define and follow policy and processes. Keep detailed records, report and remediate to ensure that you do not forget. It allows for easy, controlled access of all models, reports, documents, and up-to-the minute status, tasks, and actions dashboards. This facilitates better prioritization, resource planning, and a single, practical solution. - Model dependencies, taxonomy and defined data - Centralised model inventory - Model risks identified and remediation plans tracked - Model lifecycle events, workflow management - Full audit trail, tracking, and reporting - User configurable reporting/querying - Flexibility in implementation

The EY Trusted AI Platform offers organizations valuable insights into the origins and factors contributing to risk, while also assisting an AI design team in assessing and quantifying these risks. Utilizing interactive, web-based tools for schematics and assessments, the platform constructs a detailed risk profile for an AI system. It employs a sophisticated analytical model that transforms user inputs into a composite score, which reflects the technical risk, stakeholder impact, and control effectiveness associated with the AI system. To evaluate technical risk, the platform analyzes the AI system's design, focusing on various risk drivers such as the technologies utilized, the operating environment, and the system’s degree of autonomy. Additionally, when assessing stakeholder risk, the platform takes into account the goals and objectives set for the AI system, as well as the financial, emotional, and physical repercussions for both internal and external users, along with potential reputational, regulatory, and legal challenges that may arise. Overall, this comprehensive approach ensures that all facets of risk are thoroughly examined and understood.

Both AI and non-AI models require effective risk management and oversight to function optimally. Fairly offers a continuous monitoring system designed for robust model governance and oversight. This platform facilitates seamless collaboration between risk and compliance teams alongside data science and cyber security professionals, ensuring that models maintain reliability and security standards. Fairly provides a straightforward approach to staying current with policies and regulations related to the procurement, validation, and auditing of non-AI, predictive AI, and generative AI models. The model validation and auditing process is streamlined by Fairly, which grants direct access to ground truth in a controlled environment for both in-house and third-party models, all while minimizing additional burdens on development and IT teams. This ensures that Fairly's platform not only promotes compliance but also fosters secure and ethical modeling practices. Furthermore, Fairly empowers teams to effectively identify, assess, and monitor risks while also reporting and mitigating compliance, operational, and model-related risks in alignment with both internal policies and external regulations. By incorporating these features, Fairly reinforces its commitment to maintaining high standards of model integrity and accountability.

ValidMind stands out as the premier solution for organizations seeking to streamline the automation of testing, documentation, and risk management concerning AI and statistical models. This comprehensive platform offers a range of tools designed to assist data scientists, corporations, and risk or compliance professionals in pinpointing and documenting potential risks linked to their AI models, ensuring adherence to regulatory standards. With its integrated features, ValidMind simplifies the review process of risk areas across various teams' models, allowing organizations to effectively prioritize compliance and risk mitigation efforts. Furthermore, ValidMind promotes collaboration by breaking down information silos, thereby alleviating the complexities involved in sharing and working together on model documentation, validation reports, and risk assessments throughout the entire model lifecycle. By leveraging ValidMind, organizations can foster a culture of transparency and accountability in their AI practices.

CIMCON Software addresses the operational risks associated with end-user computing (EUC) files, which encompass issues like regulatory reporting inaccuracies, non-compliance, cyber threats, and fraud. These risks arise from various EUCs, including spreadsheets, models, Access databases, applications coded in languages such as VBScript, R, and Python, as well as self-service analytics platforms like Tableau and QlikView. Financial institutions heavily depend on EUC tools, such as Excel spreadsheets and scripts, to adapt swiftly to evolving market demands and regulatory changes. These applications are crucial for tasks ranging from financial modeling to accounting and ensuring adherence to regulatory standards, necessitating effective management. To aid in this, CIMCON Software provides solutions that compile a comprehensive inventory of all EUCs within an organization, pinpoint the most vital files, identify errors, visualize data dependencies, and ensure continuous monitoring and control of critical EUCs. By streamlining this process, organizations can significantly mitigate risks and enhance their operational efficiency.

Connected Risk provides your team with a comprehensive solution to meet all governance, risk, and compliance (GRC) requirements in a unified platform. Built on our innovative, low-code/no-code framework, EmpoweredNEXT, Connected Risk’s robust infrastructure allows for the customization of applications tailored specifically to the needs of your team. This integrated approach to holistic risk management is crafted to oversee your governance, risk, and compliance programs throughout a cohesive lifecycle that caters to your organization’s unique demands. Trusted by leading global entities daily, it serves as a reliable tool for addressing GRC requirements. Additionally, enterprise risk management equips your organization with essential tools to navigate both risks and disruptions effectively. Furthermore, regulatory change management empowers your compliance team to handle changes in a structured and interconnected way. Lastly, model risk management enables your organization to develop and sustain an efficient model inventory through effective workflow oversight.

Your program is just one vulnerability away from overlooking significant risks. As financial institutions increasingly integrate complex calculations, holistic business models, and designated model owners, risk models are evolving in sophistication. Hidden dangers may lurk within the gaps between different models. However, organizations need not endure the fragmentation of their programs. The Crowe Model Risk Manager offers a software solution that seamlessly integrates model risk management throughout the entire process. This centralized platform, equipped with real-time visualizations, simplifies the management of workflows, allows for effective issue tracking, report generation, and compliance demonstration. Financial institutions can transition beyond traditional spreadsheets and emails to achieve a unified and thorough perspective. With our innovative software, understanding all facets of your model risk management becomes straightforward and accessible. Model owners can easily identify their responsibilities, along with defined next steps and continuous activity oversight. Furthermore, banks can implement automated workflows and actions, enhancing efficiency and ensuring the program remains on track. This holistic approach empowers organizations to proactively address risks, ultimately leading to more robust risk management strategies.

Regardless of how a financial institution assesses risk, SAS offers established methodologies and optimal practices that aid in cultivating a culture focused on risk awareness, enhancing capital and liquidity management, and fulfilling regulatory requirements. By empowering your risk management team with on-demand, high-performance analytics, you can achieve improved efficiency and transparency. It's crucial to strike a harmonious balance between immediate and future strategies while confidently navigating evolving regulatory landscapes. SAS provides a diverse array of scalable credit models designed to actively manage loan portfolios, ensuring enhanced regulatory compliance and robust balance sheet management capabilities. Additionally, you can conduct simulations across various scenarios, yielding quicker results with in-depth analyses that support informed business decision-making, ultimately leading to stronger financial outcomes. This proactive approach not only mitigates risks but also positions institutions to thrive in a complex financial environment.

Easy, reliable, and cost-effective Governance Risk and Compliance, which enables risk-based decision-making and enhanced business performance. KPMG Risk Hub is a cloud-based, interactive technology solution that provides a real-time view of risks. KPMG offers this managed risk service through a global partnership with IBM® at a flexible, scalable level to meet the unique needs of your business. KPMG Risk Hub's integrated data, effective reports and powerful analytics help leaders make informed risk-based business decisions.