Enterprise AI Implementation: Portability and Decision Frameworks
Part 3 of 3: Managing vendor dependency, designing for portability, avoiding interface lock-in, and a practical decision framework for CTOs and CISOs.
Part 3 of 3: Managing vendor dependency, designing for portability, avoiding interface lock-in, and a practical decision framework for CTOs and CISOs.
Part 2 of 3: Navigating AI provider selection, supply chain security risks, and the evolving regulatory landscape for enterprise deployments.
Part 1 of 3: Reframing the AI ownership question—understanding where value actually emerges and the economic realities of build vs. buy decisions.
A comparative analysis of emerging AI commerce protocols from Anthropic, CloudFlare, Forter, Google, OpenAI and Visa.
How AI revolutionises fashion design, trend forecasting, and merchandising for global brands, enabling data-driven creative decisions whilst maintaining authenticity.
How advanced analytics, machine learning, and generative AI are transforming personalisation, trend forecasting, and operational efficiency for global fashion retailers.
How global fashion brands can leverage data and AI to reinvent loyalty programmes that drive repeat purchase, customer advocacy, and lifetime value.