In the tech industry today, we frequently toss around sophisticated terms like "ontology" , often treating them like magic words that instantly confer depth and meaning. Product managers, software engineers, data scientists—everyone seems eager to invoke "ontology" to sound info…...
Picture Mary, 62, balancing a job and early diabetes. Her doctor, Dr. Patel, is her anchor—reviewing labs, coordinating with a nutritionist, tweaking her care plan. But until 2025, Dr. Patel wasn’t paid for this invisible work. It was just “what doctors do.” If you’re in healthc…...
In healthcare, most of the time, trouble doesn't announce itself with sirens and red flags. It starts quietly. A free dinner here. A paid talk there. An event that feels more like networking than education....
The Office of Inspector General’s (OIG) 2024 report, Additional Oversight of Remote Patient Monitoring in Medicare Is Needed (OEI-02-23-00260) , isn't just an alert—it's a detailed playbook exposing critical vulnerabilities in Medicare’s Remote Patient Monitoring (RPM) system. R…...
When the Department of Justice announces settlements, many of us glance at the headlines and move on. Yet, behind those headlines are real stories about real decisions, choices that felt minor at the time but led to serious consequences. Like the recent settlement involving Live…...
There’s a quiet agreement most of us make in business. It’s not in a contract. It’s not written on a whiteboard. But it runs everything: trust. We trust that what worked yesterday will still work tomorrow. We trust that people we’ve known for years will keep showing up the way…...
Feeling like you’re drowning in regulations designed by giants, for giants? If you're running a small practice in today's healthcare hellscape, it damn sure feels that way. And maybe "feeling" isn't the right word – maybe it's just reality....
When people ask me what Intelligence Factory does, they often expect to hear about AI, automation, or billing systems. And while we do all those things—we do them well—I’ve come to believe something deeper: we’re in the business of trust. And in healthcare, that’s the most valua…...
“They’re going to put me out of business. They want over a million dollars. I don’t have a million dollars”, his voice cracked over the phone....
Artificial intelligence isn’t just a buzzword anymore—it’s a transformative force reshaping industries worldwide. Yet for many IT companies, the question isn’t whether to adopt AI but how . If you're scratching your head wondering where to start, you're not alone. For businesses…...
Agentic AI is rapidly gaining traction as a transformative technology with the potential to revolutionize how we interact with and utilize artificial intelligence. Unlike traditional AI systems that passively respond to commands, agentic AI systems operate autonomously, making d…...
Large Language Models (LLMs) have ushered in a new era of artificial intelligence, enabling systems to generate human-like text and engage in complex conversations. However, their extraordinary capabilities come with significant limitations, particularly when it comes to predict…...
The rapid advancement of Large Language Models (LLMs) has brought remarkable progress in natural language processing, empowering AI systems to understand and generate text with unprecedented fluency. Yet, these systems face a critical limitation: while they excel at processing l…...
Retrieval Augmented Generation (RAG) sounds like a dream come true for anyone working with AI language models. The idea is simple: enhance models like ChatGPT with external data so they can provide answers based on information beyond their original training. Need your AI to answ…...
In the beginning there was keyword search . Eventually word embeddings came along and we got Vector Databases and Retrieval Augmented Generation (RAG) . They were good for writing blog posts about topics that sounded smart, but didn’t actually work well in the real world. Fast f…...
In Volodymyr Pavlyshyn's article , the concepts of Metagraphs and Hypergraphs are explored as a transformative framework for developing relational models in AI agents’ memory systems. The article highlights how these metagraphs can act as a semantic backbone, enabling AI to reta…...
In the ever-evolving landscape of AI and natural language processing, Retrieval-Augmented Generation (RAG) has emerged as a cornerstone technology. RAG systems allow large language models (LLMs) to access vast knowledge bases by retrieving relevant snippets of information, or "c…...
As artificial intelligence (AI) becomes a powerful part of our daily lives, it’s amazing to see how many directions the technology is taking. From creative tools to customer service automation, AI can be both a powerhouse and, at times, a bit of a playground. At Intelligence Fac…...
Hey everyone, Justin Brochetti here, Co-founder of Intelligence Factory. We're all about building cutting-edge AI solutions, but I'm not here to talk about that today. Instead, I want to share some hard-earned wisdom about a challenge that I see many tech founders facing: findin…...
When it comes to data retrieval, most organizations today are exploring AI-driven solutions like Retrieval-Augmented Generation (RAG) paired with Large Language Models (LLM) . These systems have certainly made strides in helping businesses pull information from large datasets an…...