--- title: "Into the Deep AI: Practical AI for Executives" description: "Into the Deep AI delivers actionable AI for leaders: news, strategy, and use cases translated into steps executives can act on now." image: https://intothedeepai.com/hubfs/Pages%20Previews/home-preview.jpg --- [Into the deep ai. Into the deep ai.](https://intothedeepai.com/) [Blog](https://intothedeepai.com) [About](https://intothedeepai.com/about) [Subscribe](https://intothedeepai.com/subscribe) - [Blog](https://intothedeepai.com) - [About](https://intothedeepai.com/about) - [Subscribe](https://intothedeepai.com/subscribe) - [LinkedIn↗](https://www.linkedin.com/in/yasemin-dalkilic/) Practical AI for Executives # Field-Tested AI for Leaders I’m Yas Dalkilic, a lifelong problem solver working at the intersection of AI and business impact. This is where I share field-tested strategies, real use cases, and notes from the front lines—AI that executives and teams can act on right now. My goal is to help you cut through the noise and focus on results that matter. [Why I Write About AI](https://intothedeepai.com/blog/why-i-write-about-ai) [About](https://intothedeepai.com/about) ![Yas-portrait-new-v3](https://intothedeepai.com/hs-fs/hubfs/Yas%20Blog/Yas-portrait-new-v3.jpg?width=2000&height=1498&name=Yas-portrait-new-v3.jpg) ### Get new posts in your inbox. No schedule, no fluff. Just when there's something worth saying. ## Blogs Fresh perspectives and field notes. Dive into the latest. All Perspective Strategy News Analysis Use Case Sort posts Most recent Oldest Relevance Search posts clear News Analysis Perspective ### What We Give Up When AI Hands Us the Answers We can now produce in two hours what used to take us a week. We are getting used to that. But something that happened in math this week… Sep 22, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/what-we-give-up-when-ai-hands-us-the-answer) Strategy Perspective ### AI Redefined Reliability for Enterprise. Make Peace With It. We are running our companies on software that has not finished being built, and we are paying full price for it. The outage numbers show it, the vendors… Aug 12, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/ai-reliability-permanent-beta) Strategy Use Case ### OpenAI Showcased RAB2B A vendor with a few hundred million users picked our agency as an example worth highlighting. I had to sit with that for a while before it felt… Jun 4, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/openai-showcased-rab2b) Strategy Perspective ### Reinvention is the New Competitive Advantage The most important habit any professional or business can build starting now is reinvention. That means regularly examining what you do, what AI now does better, and what… May 1, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/reinvention-is-the-new-competitive-advantage) Strategy Perspective ### AI put us in sixth gear. March says drop to third. March 2026 was quite a month with AI news. I’m not surprised! Apr 13, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/ai-put-us-in-sixth-gear-march-says-drop-to-third) Perspective ### The New Bicycle for the Mind Everyone is afraid AI will make us lazy. It's doing the opposite to me. Mar 10, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/the-new-bicycle-for-the-mind) Perspective ### Permission to Criticize I’ve spent a decent portion of my earlier life holding my breath underwater. As a freediver, you learn quickly that the hardest part isn't the painful pressure at… Mar 8, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/permission-to-criticize) Strategy News Analysis Perspective ### The Real Answer to Why Google Looked Late to LLMs. Until Gemini 3 In my last post, I ended with a cliffhanger: I’m not switching our agency to Google just yet, but I am expanding my testing to see if Gemini… Jan 15, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/the-real-answer-to-why-google-looked-late-to-llms.-until-gemini-3) Strategy Use Case ### An Honest Account of How We Navigated AI Over the Last Three Years Disclaimer: This post contains strong opinions about a few AI products that might be dear to you. I promise they’re based on real experiments and documented outcomes. If… Jan 3, 2026 · 1 min read [Read →](https://intothedeepai.com/blog/an-honest-account-of-how-we-navigated-ai-over-the-last-three-years) Perspective ### The Untapped Mindset Required to Make the Most of AI I’ve been trying to pin down why GenAI feels different from most technology projects. Its apparent erratic behavior and unpredictable nature have pushed many enthusiastic new users into… Dec 26, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/the-untapped-mindset-required-to-make-the-most-of-ai) Perspective ### Your Next AI Upgrade Isn’t a Model, It’s Your Workflow Executives hear this all the time: “Your data needs to be clean before you can take advantage of AI.” It’s become the “eat your vegetables” of AI advice:… Dec 16, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/your-next-ai-upgrade-isnt-a-model-its-your-workflow) Perspective ### The Art of Averaging: How AI Perfects Everything Until Nothing Feels Special Every business leader wants consistency at scale. AI delivers that, but at a hefty cost: it can erase what makes your brand irreplaceable. Nov 9, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/the-art-of-averaging-how-ai-perfects-everything-until-nothing-feels-special) Strategy Use Case Perspective ### When only the AI can find the problem, but only a human can solve it What happens when a totally AI-powered project leads you straight back to a solution only a human can solve? That’s exactly what happened when we tried to implement… Oct 29, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/when-only-the-ai-can-find-the-problem-but-only-a-human-can-solve-it) Strategy Use Case ### How we made AI work: Real proof, real efficiency Like many others, our AI journey started by chasing the tools. A slick demo would drop, we’d try it, a few people got excited, and then reality set… Oct 15, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/how-we-made-ai-work-real-proof-real-efficiency) Strategy Perspective ### Why I Write About AI: From 400 Feet Deep to the Boardroom Have you grown unbearably tired of hyped-up AI headlines and vague promises? I know I have. This is for decision makers who need results now—knowing what changed, why… Sep 18, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/why-i-write-about-ai) News Analysis ### Why 50% of Entry-Level Roles Are at Risk and What Leaders Must Do Now The Risk The headlines are no longer hypothetical. AI is projected to replace up to half of entry-level white-collar jobs in the next one to five years. Anthropic… Sep 8, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/why-50-of-entry-level-roles-are-at-risk-and-what-leaders-must-do-now) Strategy News Analysis ### When AI Starts to Feel Human: What This Means AI isn’t just a tool anymore—it’s starting to feel human to its users. Mounting evidence shows people are treating AI like a companion: confiding in it, thanking it,… Aug 29, 2025 · 1 min read [Read →](https://intothedeepai.com/blog/when-ai-starts-to-feel-human) Load more → © 2026 Into the Deep AI [About](https://intothedeepai.com/about)· [Subscribe](https://intothedeepai.com/subscribe)· Written by Yas Dalkilic.