Model Oversight
Monitor and oversee models for peak performance.
Tech and Expertise Drive Model Performance
Get peak model performance with robust inference oversight, real-time monitoring, and comprehensive audits to ensure accuracy, reliability, and continuous improvement.
- Model Monitoring: Continuously track model performance and behavior, ensuring your AI operates at its best by detecting and addressing issues in real-time.
- Inference QA: Ensure the quality and accuracy of model outputs, giving you confidence in your AI-driven decisions.
- Error Handling: Identify and address anomalies and errors in real-time, ensuring your models remain robust and reliable.
- Auditing: Conduct thorough reviews to ensure compliance and integrity, guaranteeing that your AI models adhere to industry standards and regulations.
Model Oversight Services Supported
Ensure optimal performance with our comprehensive model oversight services to keep your AI models running at their best.
Model Deployment
Our core annotation tool leverages a robust inference engine to provide annotation automation to all of our projects. Because we already have the infrastructure, you can use it to serve your own production inference needs.
Model Evaluation
By tracking relevant model metrics and the quantity and type of exceptions raised, we can determine how well the model adapts to existing deployments and how it responds to new deployments.
Model Improvement
We help you improve model performance by collecting exceptions from them in production to allow for continuous retraining, ensuring your models improve over time. This process helps maintain accuracy and adaptability by learning from new data and evolving patterns.
Exception Handling
Use our team of expertly trained annotators to correct exceptions produced by your models in production. We provide a workforce that can correct AI mistakes in a timely manner and provide the end user with the desired experience.
Model Auditing
Independently verify production models’ behavior against key risk frameworks from a trusted third party. Provide proof that the model is performing to the required standard in deployments where compliance is necessary.
Don't see the Model Oversight services you need?
Our team of expert AI consultants can help you with a range of other model monitoring and oversight services.
700+ innovative clients trust us with their AI projects
What our clients say
We’re driving better oversight and observability in our production AI models. Through our partnership with CloudFactory’s Model Monitoring & Oversight, we’re improving monitoring and proactively detecting model degradations faster to minimize downtime.
Leonard Grazian
Engineering Manager, Computer Vision, GameChanger
Why Choose CloudFactory?
Quality, Speed, and Scalability
Combination of innovative AI technology, comprehensive solutions, and human expertise that delivers the quality, speed, and scale your data and models need.
AI-Powered Automation
Automation that continuously adapts to your AI initiatives and specific use case needs.
Critical Insights
We’ll let you know when something isn’t working so your data and models can achieve maximum accuracy and performance.
Security and Confidentiality
Dedicated to process excellence, data security, and compliance—ISO 9001:2015, ISO 27001, SOC 2, HIPAA, and GDPR
Experience and Service
Deep workforce expertise developed over 8M hours of fine-tuning and perfecting AI data and models.
Get to Market Faster
Our proven operational methodologies across the entire AI lifecycle bring you the best results sooner, with less effort.
Ready to get started? We are.
We’d love the opportunity to answer your questions or learn more about your project. Let us know how we can help.