CxC Ep39: What Business Leaders Need to Know About AI

This week on Code x Connor, Connor and Dorian unpack the growing disconnect between individual AI productivity and actual business performance, why agentic systems could dramatically increase enterprise AI costs, and what it will take for companies to rethink how they’re adopting AI at a fundamental level. In this episode, we discuss: → The difference between AI automation, augmentation, and true autonomy → Why using AI feels more productive, even when it’s actually delivering less value → How individual productivity gains can create organizational chaos → Enterprise AI adoption’s shift from bottom-up experimentation to top-down transformation → McKinsey’s 1-3-5 rule for investing in agentic AI, process redesign, and workforce adoption → Why agents consume dramatically more tokens than humans, and what it means for budgets → Rising costs due to token consumption, hardware constraints, and data center shortages → Why token efficiency is increasingly important considerations in enterprise AI architecture → The growing pressure on business leaders to prove ROI on their AI investments → Rebuilding AI-native business processes vs. layering technology onto broken ones → Why traceability and auditability become critical as agents take on more business processes → The repercussions of replacing enterprise software with vibe-coded applications → Why AI startups need to sell business outcomes instead of usage-based software → The forward deployed engineering and platform-based approach to enterprise software Be sure to follow this channel for insights and perspective from industry leaders, and schedule a meeting with us through www.codestrap.com to learn more about our offering. Codestrap Dorian: https://www.linkedin.com/in/dorian-smiley-97a72a14/ Connor: https://www.linkedin.com/in/connordeeks/ Codestrap (X): https://x.com/Codestrap_ai CodeStrap (LI): https://www.linkedin.com/company/codestrap Codestrap (Substack): https://codestrap1.substack.com/ Codestrap (Medium): https://medium.com/codestrap Join FuturOps 2026: The Palantir User Conference! Register Now: https://www.futurops.com/e/u/checkout/futurops/tickets/order Date: October 26–27, 2026 (Kicks off Oct 26 @ 12:00 PM) Location: Dallas, TX