Predictive Maintenance: Teaching Old Machines New Tricks

One of the key applications to real-time capabilities within the industrial world is predictive maintenance, which enables companies to address issues with machines and production systems before they break down and create bottlenecks. RTInsights Industry Insights editor Joe McKendrick discusses the collaboration between IBM and National Instruments on a cloud-based, predictive maintenance solution.

Deep Learning Algorithms May Add Value to Big Data

Big Data is already valuable but, according to a report on IBMÔÇÖs Big Data & Analytics Hub, it could become even more so if deep learning algorithms live up to their promises. Here, RT Insights founder and Executive Editor Les Yeamans explains how this technology can give computers the ability to recognize and respond to sensory patterns in a way that comes naturally to all sentient beings.

Modern Compliance Requires Modern Tools

Modern tools, including AI, machine learning, and real-time monitoring, allow organizations to flag anomalies, adapt as they grow, and enforce policies dynamically.

The Importance of Validating AI Content

AI can be a robust and valuable tool, but it is still prone to errors, and as the amount of AI-generated content grows, validation becomes essential. The best way to minimize errors and bias is to validate the source data before using it for machine learning.