Model Evaluation Solutions for Safer, More Reliable AI
SuperAnnotate empowers leading AI teams to confidently evaluate foundation models, leveraging advanced tools for automated and manual review. With flexible, customizable workflows, our platform ensures models are effectively tested, their performance optimized, and potential risks mitigated.
Challenges in Evaluating Foundation Models
Evaluating foundation models on niche or proprietary use cases presents unique challenges as they become complex. Often, human evaluation is necessary to ensure models perform effectively in these specialized areas. Here are some of the key hurdles:
Inflexible Evaluation Interfaces
All AI systems are different, but most evaluation tools offer fixed use-cases. With SuperAnnotate, you can create an evaluation UI for your task
Developer-Focused Tools
Many evaluation tools are designed primarily for developers, not domain experts. With SuperAnnotate you can bring everyone you need into the model evaluation process.
Ensuring Data Security & Compliance
Model evaluation often involves sensitive or proprietary data, which must be handled securely and comply with regulations. SuperAnnotate keeps your data secure
Insight & Traceability
Tracking the evaluation results, evaluator feedback, and more can be challenging. With SuperAnnotate its easy to see whats going on.
Scalable Model Evaluation for Safe AI
SuperAnnotate is purpose-built to meet the complex demands of evaluating foundation models and other machine learning-based systems. Our platform offers customizable evaluation interfaces, workflows, extensive automation abilities, and people and project management. This provides a holistic approach to model evaluation that ensures models are safe, effective, and compliant.
Customizable Multimodal Evaluation Interfaces
SuperAnnotate’s drag-and-drop low-code/no-code evaluation interface makes it easy to create an evaluation tool for your model in seconds. This makes it easy for evaluators to test your model and allows you to adapt to changes as your models evolve.
Customizable Evaluation Workflows
Create custom evaluation workflows involving multiple evaluators with automated steps or AI judges. Easily involve non-technical experts or third-party annotation vendors to speed up evaluations.
Keeping Your Data Secure
With SOC2 Type 2 and ISO27001 certifications, SuperAnnotate ensures your data remains secure whether stored in our clouds in the US or EU, or in rest fully within your own environment. Role-based access control and segmentation keep your sensitive data safe across teams and projects.
Analytics & Insights
SuperAnnotate's platform features comprehensive traceability and analytics, making it easy to track each evaluation's steps, reviewer feedback, and evaluator performance metrics. Ensure auditability for every evaluation iteration.
