In Episode 172 of the AIAW Podcast, we’re joined by Helena Hörnebrant, CIO & CDO at Traton Financial Services, to explore what it takes to scale business effectively in the age of AI. We explore how to scale in the age of AI without drowning in complexity, moving from one-off pilots to reusable platforms, and from efficiency-only thinking to adaptability, trust, and aligned autonomy.
Helena Hörnerbrandt shares enterprise-tested principles that travel across 65+ markets, plus a real ABS rollout that shows product over project in action.
• deepfake demo as a visceral risk signal
• value-led scaling and decoupling growth from OPEX
• escaping point-solution spaghetti with use case families
• bimodal model for value creation and capitalization
• governance that speeds decisions, not stalls them
• continuous design over static process change
• trust, discipline, aligned autonomy, and mastery
• product vs project and market enablement roles
• ERP standardization vs data pattern standardization • the intelligence plane and shared, synthetic, real-time data
• buy to build, ecosystem scaling, and partnerships
• Europe’s need for sandboxes and co-created guidance • AGI outlook across both risk and opportunity
