Expert insights, strategies, and practical advice on AI implementation, digital transformation, and executive productivity. https://gsdat.work/blog/ en-US Tue, 07 Jul 2026 15:08:43 GMT Mon, 30 Mar 2026 00:00:00 GMT 60 daily 1 https://gsdat.work/og-image.png https://gsdat.work/blog/ 144 144 christian@gsdat.work (Christian Ulstrup) christian@gsdat.work (Christian Ulstrup) Copyright 2026 Get Stuff Done AI https://gsdat.work/blog/ai-in-talent-acquisition-what-implementations-taught-us/ https://gsdat.work/blog/ai-in-talent-acquisition-what-implementations-taught-us/ Mon, 30 Mar 2026 00:00:00 GMT Most content about AI in talent acquisition is written by software vendors. This is written by someone who built and deployed AI recruiting systems inside 10+ organizations. Here is what we learned. christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/were-living-business-model-interregnum-christian-ulstrup-l2qhf/ https://gsdat.work/blog/were-living-business-model-interregnum-christian-ulstrup-l2qhf/ Mon, 17 Nov 2025 00:00:00 GMT I've been sitting with a feeling that's hard to shake: We're in a business model interregnum , a kind of in-between era where the old ways of making money are... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/real-tokenization-hasnt-been-tried-christian-ulstrup-bc2ce/ https://gsdat.work/blog/real-tokenization-hasnt-been-tried-christian-ulstrup-bc2ce/ Mon, 08 Sep 2025 00:00:00 GMT What would it actually mean for AI and crypto to meaningfully converge? Having been, in general, a passive hodlr since '20, the first thing I notice after... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/you-dont-want-faster-horse-christian-ulstrup-bq6pe/ https://gsdat.work/blog/you-dont-want-faster-horse-christian-ulstrup-bq6pe/ Wed, 20 Aug 2025 00:00:00 GMT flexible networks as new modes of AI-enabled capital formation" title="corporate hierarchies -> flexible networks as new modes of AI-enabled capital... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/bounties-prediction-markets-llms-oh-my-christian-ulstrup-yba6e/ https://gsdat.work/blog/bounties-prediction-markets-llms-oh-my-christian-ulstrup-yba6e/ Mon, 11 Aug 2025 00:00:00 GMT What if you could replace corporate budgets with decentralized prediction markets? What if strategic work could be directly translated into live code by an AI,... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/our-ai-future-fuzzy-christian-ulstrup-y50re/ https://gsdat.work/blog/our-ai-future-fuzzy-christian-ulstrup-y50re/ Thu, 31 Jul 2025 00:00:00 GMT Why an AI Gold Medal in Math Signals the End of as We Know It Last week OpenAI quietly disclosed that an experimental reasoning model scored gold‑medal marks... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/follow-up-notes-from-real-enterprise-ai-cooking-show-ulstrup-nij6e/ https://gsdat.work/blog/follow-up-notes-from-real-enterprise-ai-cooking-show-ulstrup-nij6e/ Fri, 18 Jul 2025 00:00:00 GMT Sharing an anonymized follow-up email I sent to attendees of one of my Enterprise AI Cooking Shows (5/5 satisfaction scores from all ~30 attendees!) - where we... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/re-ai-discussion-some-qs-christian-ulstrup-2802e/ https://gsdat.work/blog/re-ai-discussion-some-qs-christian-ulstrup-2802e/ Wed, 09 Jul 2025 00:00:00 GMT The following is anonymized and paraphrased client inquiry I received recently, along with my response. Given the general nature of my answers-based on the... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/going-ai-native-christian-ulstrup-jxqpe/ https://gsdat.work/blog/going-ai-native-christian-ulstrup-jxqpe/ Fri, 04 Jul 2025 00:00:00 GMT It's true now, and always has been: healthy constraints beget growth. This principle is especially relevant when you want to re‑engineer your core workflows so... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/inconvenient-truth-christian-ulstrup-jnsfe/ https://gsdat.work/blog/inconvenient-truth-christian-ulstrup-jnsfe/ Thu, 29 May 2025 00:00:00 GMT I've been a little hesitant to post this and may end up deleting it, but there's an uncomfortable truth that CEOs need to hear in re AI... I've seen this... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/alchemists-log-turning-ai-interactions-distilled-ip-christian-ulstrup-zfowe/ https://gsdat.work/blog/alchemists-log-turning-ai-interactions-distilled-ip-christian-ulstrup-zfowe/ Tue, 20 May 2025 00:00:00 GMT We stand at the cusp of a new form of value creation, one born from the digital exhaust of our collaborations with agentic AI. The true gold isn't just the... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/beyond-dashboard-unlocking-your-d2c-growth-customer-scaled-ulstrup-v6vxe/ https://gsdat.work/blog/beyond-dashboard-unlocking-your-d2c-growth-customer-scaled-ulstrup-v6vxe/ Wed, 16 Apr 2025 00:00:00 GMT You're a D2C founder or marketer. You're likely swimming in data - CTRs, CVRs, AOV, retention rates, social engagement metrics. You're probably using AI, or... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/bootstrapping-results-from-digital-exhaust-where-were-ulstrup-ic99e/ https://gsdat.work/blog/bootstrapping-results-from-digital-exhaust-where-were-ulstrup-ic99e/ Thu, 10 Apr 2025 00:00:00 GMT [The following article was derived from an unstructured monologue that was automatically recorded from my new Limitless Pendant while I was getting the kids... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/selling-c-suite-sole-proprietor-limitless-pendant-christian-ulstrup-vuy6e/ https://gsdat.work/blog/selling-c-suite-sole-proprietor-limitless-pendant-christian-ulstrup-vuy6e/ Tue, 08 Apr 2025 00:00:00 GMT Some of the best nuggets of insight emerge unexpectedly, when it's inconvenient to write it all down... That's one of the reasons why I'm excited to finally... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/okrs-age-ai-supercharging-strategy-execution-christian-ulstrup-px8pc/ https://gsdat.work/blog/okrs-age-ai-supercharging-strategy-execution-christian-ulstrup-px8pc/ Wed, 12 Feb 2025 00:00:00 GMT I recently joined an OKR mentors panel on Strategy, Execution, and AI alongside some amazing practitioners: Elie Casamitjana , Harry Siggins , Natalie Webb ,... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/from-resistance-results-three-practical-benefits-using-ulstrup-ozdhe/ https://gsdat.work/blog/from-resistance-results-three-practical-benefits-using-ulstrup-ozdhe/ Fri, 20 Dec 2024 00:00:00 GMT As I spoke about Mark Amtower this morning, in the world of government contracting (GovCon) and beyond, operational efficiency often hinges on a delicate... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/were-all-executives-now-how-agents-could-change-we-work-ulstrup-cbdfc/ https://gsdat.work/blog/were-all-executives-now-how-agents-could-change-we-work-ulstrup-cbdfc/ Fri, 20 Dec 2024 00:00:00 GMT I continue to be impressed by Cognition 's Devin, the first legitimately ~autonomous "AI software engineer": It's forcing me to level up (IC to manager... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/accelerated-ai-adoption-christian-ulstrup-9wgke/ https://gsdat.work/blog/accelerated-ai-adoption-christian-ulstrup-9wgke/ Mon, 09 Dec 2024 00:00:00 GMT A Three-Level Maturity Model and How to Make the Shift From Single-Player to Multiplayer Mode A GSD at Work LLC AAA Playbook Primer Generative AI is... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/from-queries-conversations-ai-evolution-search-christian-ulstrup-pltye/ https://gsdat.work/blog/from-queries-conversations-ai-evolution-search-christian-ulstrup-pltye/ Tue, 26 Nov 2024 00:00:00 GMT Remember the last time you sat down with a truly exceptional advisor or mentor? They didn't just wait for you to ask questions. Instead, they asked you the... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/busy-entrepreneurs-secret-weapon-how-use-ai-create-investor-ulstrup-kuppe/ https://gsdat.work/blog/busy-entrepreneurs-secret-weapon-how-use-ai-create-investor-ulstrup-kuppe/ Mon, 05 Aug 2024 00:00:00 GMT quantity" title="quality > quantity"> Communicating effectively with investors is critical. A compelling investor email with clearly articulated challenges can... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/navigating-ai-revolution-three-body-framework-christian-ulstrup-wtyce/ https://gsdat.work/blog/navigating-ai-revolution-three-body-framework-christian-ulstrup-wtyce/ Fri, 02 Aug 2024 00:00:00 GMT As artificial intelligence begins to reshape institutions, leaders face a critical challenge: How should they proactively redesign roles and team structures in... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/unleashing-strategic-sage-within-how-you-can-use-ai-annual-ulstrup-hb34e/ https://gsdat.work/blog/unleashing-strategic-sage-within-how-you-can-use-ai-annual-ulstrup-hb34e/ Fri, 26 Jul 2024 00:00:00 GMT As artificial intelligence continues to advance at a rapid pace, forward-thinking companies are exploring ways to leverage AI to gain a competitive edge. One... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/ai-transforming-strategy-you-ready-christian-ulstrup-zpawe/ https://gsdat.work/blog/ai-transforming-strategy-you-ready-christian-ulstrup-zpawe/ Tue, 23 Jul 2024 00:00:00 GMT I recently geeked out with Daniel Montgomery on his Agile Strategies podcast about the surprising ways AI is already affecting strategy - and how it will... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/ai-paradox-go-big-start-small-christian-ulstrup-g0kpe/ https://gsdat.work/blog/ai-paradox-go-big-start-small-christian-ulstrup-g0kpe/ Tue, 28 May 2024 00:00:00 GMT Transforming Your Organization, One Workflow at a Time When it comes to AI and its implications for your organization, You'll hear bold, contradictory claims -... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/chatgpt-google-heres-how-actually-use-ai-search-christian-ulstrup-ssn8e/ https://gsdat.work/blog/chatgpt-google-heres-how-actually-use-ai-search-christian-ulstrup-ssn8e/ Wed, 20 Dec 2023 00:00:00 GMT One of the biggest myths I'm quick to dispel when using AI is that it's just like Google . Traditional internet search is often the model that somebody applies... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/go-forth-click-more-how-we-can-move-beyond-chatbots-ai-ulstrup-tobye/ https://gsdat.work/blog/go-forth-click-more-how-we-can-move-beyond-chatbots-ai-ulstrup-tobye/ Thu, 16 Nov 2023 00:00:00 GMT One of the big problems with current AI/chat applications is that although it would seem at first glance that this would be a preferable alternative to the... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/compression-paradox-reflection-ai-centralization-opening-ulstrup-qgule/ https://gsdat.work/blog/compression-paradox-reflection-ai-centralization-opening-ulstrup-qgule/ Sat, 11 Nov 2023 00:00:00 GMT For the past year, I've been-for much of the time I've been awake and working-getting my hands dirty with AI, using it to solve problems for clients, and... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/turbo-charge-your-marketing-initiatives-ai-how-use-deep-ulstrup/ https://gsdat.work/blog/turbo-charge-your-marketing-initiatives-ai-how-use-deep-ulstrup/ Mon, 24 Apr 2023 00:00:00 GMT Key takeaways Want to attract more high-quality leads, become a credible thought leader, and increase your direct response rates? You can use AI  today... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/machines-markets-microtransactions-role-exaptive-economy-ulstrup/ https://gsdat.work/blog/machines-markets-microtransactions-role-exaptive-economy-ulstrup/ Tue, 11 Apr 2023 00:00:00 GMT tl;dr Cryptocurrencies and AI will play crucial roles in the emerging exaptive economy, facilitating international transactions, ensuring digital content... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/exaptive-economy-accelerating-innovation-bridging-divide-ulstrup/ https://gsdat.work/blog/exaptive-economy-accelerating-innovation-bridging-divide-ulstrup/ Mon, 03 Apr 2023 00:00:00 GMT tl;dr Emerging technologies such as artificial intelligence, spatial computing, and blockchain technology have the potential to revolutionize work, especially... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/descent-from-cloud-ai-driven-shift-towards-bespoke-software-ulstrup/ https://gsdat.work/blog/descent-from-cloud-ai-driven-shift-towards-bespoke-software-ulstrup/ Wed, 29 Mar 2023 00:00:00 GMT The "Relocalization" of Software The rapid evolution of artificial intelligence (AI) and consumer hardware is fundamentally changing how we interact with... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/how-set-great-okrs-7-examples-vc-backed-startups-christian-ulstrup/ https://gsdat.work/blog/how-set-great-okrs-7-examples-vc-backed-startups-christian-ulstrup/ Thu, 22 Dec 2022 00:00:00 GMT Objectives and key results (OKRs) are an incredibly powerful way to set direction, focus your team on unified outcomes, and accelerate learning . And yet, it... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/exercise-your-mind-what-modern-knowledge-workers-can-learn-ulstrup/ https://gsdat.work/blog/exercise-your-mind-what-modern-knowledge-workers-can-learn-ulstrup/ Tue, 08 Nov 2022 00:00:00 GMT This is Eugen Sandow. He was a pioneering strongman and entrepreneur whose innovations form much of the foundation of today's $87B fitness industry. Sandow... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/end-zero-what-rising-interest-rates-mean-vc-backed-founders-ulstrup/ https://gsdat.work/blog/end-zero-what-rising-interest-rates-mean-vc-backed-founders-ulstrup/ Tue, 25 Oct 2022 00:00:00 GMT What got you here won't get you there. It's time to learn how to do more with less. Although recent rate hikes have spooked some investors (and growth+ stage... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/okrs-stepping-stones-how-vc-backed-founders-can-get-more-ulstrup/ https://gsdat.work/blog/okrs-stepping-stones-how-vc-backed-founders-can-get-more-ulstrup/ Fri, 21 Oct 2022 00:00:00 GMT For the past few years, I've been helping venture-backed startup founders and small business owners "do" OKRs. Here's what sometimes happens: Talented founders... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/information-constellations-internet-conspiracy-theories-ulstrup/ https://gsdat.work/blog/information-constellations-internet-conspiracy-theories-ulstrup/ Fri, 09 Sep 2022 00:00:00 GMT In retrospect, it was inevitable. The internet-which was supposed to make us more connected-has loosened the informational ties that bound us together in the... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI https://gsdat.work/blog/deep-work-discovery-crisis-resolution-how-get-out-wartime-ulstrup/ https://gsdat.work/blog/deep-work-discovery-crisis-resolution-how-get-out-wartime-ulstrup/ Sat, 03 Sep 2022 00:00:00 GMT Deep Work  has become a bit of a meme. While many executives and other knowledge workers are familiar with the term-and perhaps the praxis of deep... christian@gsdat.work (Christian Ulstrup) AI Implementation Digital Transformation Executive Productivity Generative AI