Fiddler AI
Fiddler AI provides AI observability solutions, specializing in monitoring, analyzing, and improving machine learning and large language models, with a focus on fairness and enterprise-grade security.
Services
Fiddler AI offers AI Observability solutions designed to monitor, analyze, and improve machine learning models and large language models (LLMs). Their platform includes comprehensive features for model monitoring, explainable AI, analytics, and fairness. These services enable users to detect model drift, assess performance and integrity, and set up alerts to maintain the reliability of their AI systems.
Products
Fiddler AI provides a versatile platform that supports model monitoring, explainable AI, and analytics. The platform is equipped with features that allow users to evaluate the fairness of AI models, aiming to mitigate bias effectively. It is also integrated with Amazon SageMaker, enhancing machine learning operations through enterprise-grade security and compliance standards. Additionally, the platform utilizes specialized technologies, including NLP and computer vision model monitoring.
Integration with Amazon SageMaker
Fiddler AI supports integration with Amazon SageMaker, which enhances machine learning operations. This integration helps streamline workflows for developing, training, and deploying machine learning models. The combined offerings ensure that users benefit from robust monitoring and analytical capabilities while maintaining enterprise-grade security and compliance standards.
Fairness Evaluation in AI Models
Fiddler AI's platform includes tools to evaluate the fairness of AI models. This capability is crucial for identifying and mitigating bias within machine learning models, ensuring that AI implementations are equitable and just. By providing this functionality, Fiddler AI aids organizations in maintaining ethical standards and compliance with regulations concerning AI fairness.
Pricing Plans
Fiddler AI offers a variety of pricing plans tailored to different user needs, ranging from individual practitioners to large enterprises. This flexible pricing structure allows users to select a plan that aligns with their specific requirements and budget constraints, ensuring accessibility and scalability for various business sizes.