
Can AI Actually Help Us Think? Using Structured AI For High-Stakes Decisions
AI can help us quickly when we need to make decisions . But when executives are making high-stakes decisions about pipelines , energy infrastructure, capital investments or geopolitical risk , a quick answer isn't necessarily a good answer. Insight into the decision is fragmented across organizations, external information is difficult to assess, and misinformation, competing interests and human bias all complicate the picture. General-purpose AI tools can sort of help solve this problem. I find that they are designed to produce a fast answer, not necessarily to work systematically through a complex problem using rigorous analytical techniques. Strategic decisions need something more thorough: clearly defined problems, credible sources, competing hypotheses, scenario analysis, bias checks, traceable reasoning and the ability to revisit an assessment as circumstances change. Structured AI offers a different approach. Instead of replacing the human analyst, it combines AI with formal intelligence methodologies and human judgement . The result is analysis that can be challenged, explained and refreshed as conditions evolve. It's so much more satisfying than an AI-generated answer. In this episode, I talk with Chris Coupal of Foresight Reports about Nexus, the company's structured intelligence platform. I wanted to know why traditional approaches to intelligence are faring with today's complicated information environment, how structured AI differs from tools such as ChatGPT, why deliberately searching for contradictory evidence matters, the continuing importance of the human analyst, and how this approach could change strategic decision-making across energy and other industries. 👤 About The Guest Chris Coupal is Chief Operating Officer of Foresight Reports. His background includes 16 years in the Canadian military as a signals officer, including service in Afghanistan, as well as experience in mining and oil and gas. At Foresight Reports, Chris works with a team of analysts focused on intelligence and forecasting. The company has traditionally specialized in activism intelligence and social licence to operate and is now applying structured analytical techniques and AI to a broader range of strategic problems through its Nexus platform. 💼 Chris Coupal 👉 https://www.linkedin.com/in/chris-c-828702/ 🌐 Foresight Reports 👇 https://www.linkedin.com/company/foresight-reports/ https://foresightreports.com 📧 engage@foresightreports.com ⚒️ Additional Tools & Resources: 🎬 Go backstage and check out my studio: 👉 https://geoffreycann.com/mystudio/ 🎓 Take my one day digital strategy training course for oil and gas: 👉 https://www.udemy.com/course/digital-oil-and-gas/?referralCode=0161D4D49AB75735A185 🔗 Connect with Me: 🖥️ Blog series: https://digitaloilgas.substack.com/ 🎧 Podcast: https://geoffreycann.com/broadcast/ 📇 Linkedin: https://www.linkedin.com/in/advocate-digital-innovation-for-energy/ 🤬 X: https://x.com/geoffreycann ⚠️ Disclaimer: The views expressed in this podcast are my own and do not constitute professional advice.















