Navigating ‘Day Two’ Challenges in Generative AI: From POCs to Scalable Solutions
Introduction As businesses scale generative AI (GenAI) systems from POCs into production, new challenges—often termed “day two issues”—emerge. These include infrastructure scalability, cost control, and operational complexity, as outlined in this Infoworld article. Beyond technical hurdles, continuous tuning, monitoring of outputs, and strong governance frameworks are essential to ensure GenAI systems remain aligned with business […]
AI Governance: Steering the Ship with Strong Leadership and Policies
Introduction In the world of artificial intelligence, where capabilities and applications are expanding at an unprecedented rate, the significance of AI governance cannot be overstated. As organizations harness AI’s potential to drive innovation and operational efficiency, the necessity for robust governance structures becomes paramount. These structures ensure that AI technologies are not only powerful but […]
