Best On-Premises Model Risk Management Software of 2025

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.

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