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Manufacturing’s Paradox: Real Gains, Modest Adoption
Talk of AI transforming manufacturing is everywhere, but turning that excitement into action is where many get stuck. McKinsey's "The State of AI in 2025: Agents, Innovation, and Transformation" report, drawing from a mid-2025 survey of nearly 2,000 global leaders,...
Turning IoT Data into Manufacturing Intelligence
How Center Street Technologies partnered with AIDAN Systems to transform additive manufacturing... boosting quality, repeatability, and cost efficiency through real-time insights and AI-ready architecture. The Challenge Center Street Technologies, a leader in...
Zero to AI in 60 Days
How LJ Star partnered with AIDAN Systems to unify data and accelerate AI readiness for midmarket manufacturing. The Challenge LJ Star, a leading manufacturer of process observation equipment, faced significant hurdles in leveraging its data for strategic...
“Shop Sage” your Maintenance AI Agent
Executive Summary MAGNET, a leading manufacturing innovation hub serving Ohio’s industrial sector, faced persistent challenges in machine maintenance. Aidan Systems implemented "Shop Sage", and AI Maintenance assistant to help streamline and guide maintenance...
Zero to AI in 60 Days: Your Proof-of-Concept Playbook
The Executive’s Guide to AI Readiness
What the Rise of Vertical AI Means for Every Department
The era of generic AI is ending. While organizations have spent the last two years experimenting with ChatGPT and other horizontal AI tools, a fundamental shift is underway that will redefine how every department operates. Welcome to the age of Vertical AI—where...
From Data to Decisions: How Smart Manufacturers Are Leveraging AI Agents
The factory floor has always been about making decisions—thousands of them every hour. Which machine needs maintenance? Should we adjust production schedules? Is that quality variance within acceptable limits? For decades, these decisions relied on human...
How FQHCs Can Automate Operations Without Hiring More Staff
Federally Qualified Health Centers are at a breaking point. With 32.5 million patients served annually and over 70 percent of community health centers reporting primary care physician, nurse, or mental health professional shortages, the traditional solution of hiring...
The AI Control Tower Era: From Automation to Intelligence
We stand at an inflection point in enterprise technology. The era of brittle, rule-based automation is giving way to something fundamentally different: intelligent systems that understand context, adapt to change, and make decisions with strategic...
Why Data Quality is the New Competitive Advantage
In the AI gold rush of 2025, everyone's chasing the latest models and algorithms. Yet the organizations pulling ahead aren't necessarily those with the most sophisticated AI—they're the ones with the highest quality data. Consider this sobering reality: With 95%...
Why Most AI Projects Fail Before They Start
The promise of AI transformation is everywhere. From boardrooms to break rooms, organizations are buzzing with excitement about how artificial intelligence will revolutionize their operations. Yet, despite the enthusiasm and investment, a staggering number of AI...
How AIDAN Health Revolutionized Patient Care for MDLIVE Through AI-Powered Forecasting
Telehealth provider MDLIVE for Cigna collaborated with Microsoft partner AIDAN Health to develop accurate forecasts of patient demand. The Challenge MDLIVE, a leading telehealth provider serving 62 million people across 50 US states and 10 territories, faced critical...
Transforming Healthcare Operations: The AIDAN AI Control Tower
Executive Summary This comprehensive study analyzes the implementation and impact of AIDAN’s AI Control Tower across eight diverse healthcare organizations, including major insurers, telehealth providers, and behavioral health centers. The results demonstrate...