Struggling with AI model accuracy? CloudFactory's AI Data Platform and expert services deliver high-quality, structured datasets to speed up AI development.
AI & Machine Learning
![Fast-track your AI success: From concept to reality with a proven methodology](https://blog.cloudfactory.com/hubfs/04-blog-img/Fast-track%20your%20AI%20success%20From%20concept%20to%20reality%20with%20a%20proven%20methodology%281200%20x%20628%20px%29%20%281%29.jpg)
Overcome your AI development roadblocks and accelerate your path from concept to production with CloudFactory's proven methodology and custom AI solutions.
![Model playground: Experimenting with models for optimal performance](https://blog.cloudfactory.com/hubfs/04-blog-img/Model%20Playground-feature%20image-cloud-factory.png)
Our AI Data Platform's model playground capability enables technical teams to iterate and refine models for rapid trial and real-world application.
![Spotlight on CloudFactory's inference-centric AI data platform: Making unusable data usable](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/inference-centric-ai-data-platform-making-unusable-data-usable.jpg)
See faster ROI with CloudFactory's inference-centric AI Data Platform. It tackles data challenges and optimizes models for real-time decisions.
![Closing the AI reliability gap with human-in-the-loop innovation](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/GameChanger-Model-Monitoring-%26-Oversight%20%282%29.jpg)
Bridge the AI reliability gap! This blog post explores human in the loop & CloudFactory's Model Monitoring & Oversight for real-world AI success. Join our Beta program.
![How to knockdown image segmentation roadblocks that derail AI](https://blog.cloudfactory.com/hubfs/04-blog-img/How-to-knockdown-image-segmentation-roadblocks-that-derail-AI.jpg)
This blog covers image segmentation challenges in data labeling & how quality data improves model accuracy and reduces time to market for AI projects.
![Image segmentation best practices: An infographic for business leaders](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/Image-segmentation-infographic.png)
Learn image segmentation best practices for smarter decisions, boosted revenue, and streamlined operations. Our infographic covers the challenges and solutions.
![7 interesting LiDAR applications](https://blog.cloudfactory.com/hubfs/04-blog-img/Interesting-LiDAR-Applications.jpg)
LiDAR is a useful 3-D object detection technology for many industries, from AV to aerial inspections. Here are 7 interesting applications of LiDAR.
![AI-powered labeling: the key to profitable AI development in agtech](https://blog.cloudfactory.com/hubfs/04-blog-img/AI-powered-data-labeling-the-key-to-profitable-AI-development-in-Agtech.png)
How CTOs and VPs of product and machine learning can navigate key agtech hurdles using AI-powered data labeling for sustainable growth and profitability.
![The importance of humans in the loop in AI development](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/The-unwavering-importance-of-humans-in-the-loop-in-AI-development.jpg)
While foundational models offer remarkable potential, our experience reveals that humans in the loop remain crucial for successful AI development.
![Active learning: tackling ML data annotation challenges](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/Tackling-ML-Data-Annotation-Challenges-with-Active-Learning.png)
This post discusses accelerating AI development with active learning, a machine learning method that prioritizes the most informative data for labeling.
![Supercharge Vision AI projects with foundation models](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/Supercharge-Vision-AI-projects-with-foundation-models.png)
Discover the power of foundation models for Vision AI. Supercharge your workflow, save time, and boost performance.
![Creating data annotation guidelines that drive accurate ML models](https://blog.cloudfactory.com/hubfs/04-blog-img/Creating_data_annotation_guidelines_that_drive_accurate_ML_models.png)
A resource to create A+ data annotation guidelines that will lead to high-quality AI models, cost savings, and improved business operations.
![The 4 layers of automated data labeling for faster AI goals](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/The-four-layers-of-automated-labeling-1.png)
Uncover the four layers of automated data labeling—pre-labeling, pre-trained models, hosting, and technology—to achieve faster and smarter AI goals.
![Building a machine learning solution foundation: For business leaders](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/Building-a-machine-learning-solution-foundation-for%20business-leaders.png)
This blog post uses Maslow's hierarchy of needs to illustrate how business leaders can build a machine learning (ML) solution foundation.
![Building a machine learning solution foundation: For technical leaders](https://blog.cloudfactory.com/hubfs/03-Blog-CTAs/Building-a-machine-learning-solution-foundation-For-technical-leaders.png)
ML models need a foundation of data, annotation, and optimization to succeed. Learn how with a technical spin on Maslow's hierarchy of needs.