Invisible Technologies

AI is advancing at a rapid pace and, for enterprise leaders, keeping up isn’t just an advantage—it’s essential. The second edition of our newsletter brings you the most important, highly curated AI insights—the trends, breakthroughs, and real-world applications that matter.

One of our clients' LLMs thought it was the wrong model when prompted to give its identity. The cause? Poor-quality data. We've investigated hundreds of AI model failures. Here are some of the error patterns we've found in our research — and how we fixed them. 👇

Did you ever consider that indecision is costing you more than a bad decision? We continue our Tech Talks series with Patrick McGinnis, one of Invisible’s influential advisors, and best-selling author who coined the term “FOMO.” In this clip, Patrick breaks down the different types of decisions and how to navigate them. Hosted by: Adam Haney ___________________________________________________________________________________ Invisible is fortunate to have a hugely influential advisory network and counts Meta board member Charlie Songhurst, Deepwater Asset Management CEO Doug Clinton, partner at JAZZ Ventures John Lee, and co-founder and CEO of Apolitical Robyn Scott, among its board directors.

While others talk about AI, we make it work. Invisible Technologies has been selected for the DoD Chief Digital and Artificial Intelligence Office (CDAO)'s Tradewinds Solutions Marketplace—a platform designed to accelerate AI adoption throughout defense operations. Invisible integrates AI, automation, and expert talent to drive real outcomes in high-stakes environments. For defense leaders, that means faster execution, uncompromising precision, and mission-ready solutions from day one.

Invisible counts Meta board member Charlie Songhurst, Deepwater Asset Management CEO Doug Clinton, partner at JAZZ Ventures John Lee, and co-founder and CEO of Apolitical Robyn Scott among its board directors. We’re also fortunate to have a hugely influential advisory network supporting us as we grow. Each month, we host one of our advisors at our Tech Talks series, kicking off with Patrick McGinnis. Patrick is a venture capitalist and best-selling author who coined the term "fear of missing out" (FOMO). Hosted by our Head of Technology, Adam Haney.

We put five leading large language models head-to-head in a March Madness bracket challenge, and the results revealed more about LLM usability, safety settings, and creativity than basketball predictions. Some models produced clear, coherent brackets, while others delivered inconsistent formatting and overwhelming data dumps. Models should be trained to ensure outputs are user-friendly, especially in real-world applications where clarity can make or break usability. When it came to safety, not all models wanted to play ball. Mistral and Gemini refused the task (likely flagging it as gambling-adjacent), while GPT-4o partially complied, providing only Final Four predictions. We take this as a positive. These models are increasingly being trained to avoid generating content that could be unethical or harmful. Gemini and Mistral scored bonus points for creativity. Instead of simple refusals, they offered detailed guides on building your own bracket. Gemini went one further and created an entirely fictional bracket with made-up schools, details about various teams’ strengths, and strategies. While this may not be useful for your office pool, it did showcase the model’s capacity for imaginative generation—a capability that can come in useful for requests that require storytelling or simulation. Who called it right?

Invisible Technologies has won the 2025 Artificial Intelligence Excellence Award, recognizing our ‘truly unique solutions that stand out in a crowded artificial intelligence space’! 🥳 This acknowledgment from Business Intelligence Group is even more special because it honors those utilizing AI as a force for good. At Invisible, we combine elite human expertise with advanced AI capabilities to deliver real business outcomes so your teams can focus on what they do best. Want to see what our award-winning AI approach can do for your operations? DM us or comment below.

AI is advancing at a rapid pace and, for enterprise leaders, keeping up isn’t just an advantage—it’s essential. We created this newsletter to bring you the most important, highly curated AI insights—the trends, breakthroughs, and real-world applications that matter.

"When bad data meets good AI, the data usually wins." Investments into AI are not seeing returns. Why? With 92% of AI projects failing to reach production, you need to understand what separates hype from operational reality. Listen in to hear Matthew Fitzpatrick and David Weisburd discuss the challenges facing enterprises with AI today.

Tools won't build the future. People will. At Invisible, we’re making AI work. With our AI Process Platform, we’re unlocking new possibilities and helping humans focus on what they do best. What repeatable process would you automate first?