CloudFactory Blog

9 Critical Insights on AI Accuracy Scores and Their Impact on Enterprise AI

Discover AI accuracy scores' impact on enterprise AI with CloudFactory’s expertise in AI accuracy and compliance.

6 Hard Truths Behind MIT's Finding That 95% of AI Pilots Fail

Explore 6 hard truths behind why 95% of AI pilots fail and uncover strategies to ensure your AI projects succeed.

10 Real-World Scenarios Where Agentic AI Transforms Finance (and How to Build Them Responsibly)

Discover 10 real-world finance scenarios where agentic AI drives efficiency and compliance—plus how CloudFactory adds oversight and scale.

AIOps: The Strategic Imperative for Enterprise AI Operations Excellence

Learn how AIOps enhances enterprise AI operations with automated monitoring, predictive analytics, and governance frameworks. Improve scalability, reliability, and compliance for ...

RLHF: How to Align AI With Human Values—with CloudFactory

Trustworthy AI means transparency, fairness, and control. Learn what it takes to build it—and how CloudFactory helps at every stage of the AI lifecycle.

The 4 Engines Powering Production-Scale AI in the Finance Industry: A Blueprint for Risk-Ready, Scalable Intelligence

Discover how CloudFactory’s four engines—Data, Training, Inference & AI—enable risk‑ready, scalable, enterprise‑grade AI deployment

The 4 Engines Powering Production-Scale AI: A Blueprint for Enterprise Success

Discover how CloudFactory’s 4 AI Engines help enterprises move from pilot to production with scalable, trustworthy, and real-world AI systems.

IoU: Healthcare’s critical metric in AI-powered skin cancer detection

Discover why Intersection over Union (IoU) is essential for precise AI-driven skin cancer detection, reducing false diagnoses and enhancing patient care.

What Is Unstructured Data? How It Powers AI and Big Data

Discover unstructured data’s role in AI, key differences from structured data, and best practices for handling and processing it effectively.

Why accuracy isn’t enough in Computer Vision evaluation

Accuracy alone can mislead in CV. Discover why robust metrics like recall, precision, and IoU are essential for safe, reliable AI.

AI IRL London Recap: GenAI Implementation Challenges, Solutions, and Successes

GenAI implementation challenges, solutions, and success stories. How NLP and CV industry leaders bridge AI innovation to tangible business outcomes.

Data Curation: Organizing Information for Better AI Insights

Discover how effective data curation improves AI insights by organizing, cleaning, and managing high-quality data.

How Gaussian Noise Makes Medical AI Smarter

Discover how adding Gaussian noise to medical imaging trains AI to overcome imperfection, enhancing diagnostic accuracy and reliability in healthcare.

Segmentation Mask Visualization: Bringing Clarity to AI Models

Segmentation mask visualization enhances AI model accuracy, improving object detection, medical imaging, and autonomous systems.

Tailored AI: Customization, Culture, and Human Oversight

The latest AI wave adapts to real-world data, but success demands customization, cultural awareness, and human oversight. Learn how tailored AI drives impact.

MLOps for Low-Latency Applications: A Practical Guide

Discover how to achieve sub-100ms ML predictions by optimizing infrastructure, data pipelines, and robust monitoring in this low-latency MLOps guide.