For decades, Melvin Conway’s observation has haunted software architecture: organizations design systems that are constrained to produce designs that are copies of the communication structures of these organizations. In the era of Artificial Intelligence, this law is not just an … Continue reading Org Silos Shaping Your AI Destiny – How Conway’s Law Foreshadows Enterprise AI Challenges

Most organizations are discovering that their first wave of AI governance—central committees, policy documents, and risk reviews—can’t keep up with the speed of adoption already happening across the enterprise. The challenge is no longer a lack of rules; it’s a … Continue reading From AI Bottleneck to Breakthrough: Decentralized AI Councils as the Next Evolution of Responsible Governance

AI adoption is forcing large organizations to rethink how they implement Business Agility. Traditional Agile practices—designed for predictable, human-only workflows—are not sufficient for AI-enabled operating models. As financial services, software, and nonprofit enterprises accelerate their AI programs, six key shifts … Continue reading Beyond Frameworks – Six Ways AI Is Transforming How Large Enterprises Practise Agility

China’s recent AI rules combine tight technical controls with an explicit political purpose—requiring AI systems to reflect “socialist” values as a condition of trust and public legitimacy—creating a governance model that every VP should read as both a regulatory playbook … Continue reading Beyond Compliance – How China is Rewriting AI Governance Around Ideology