A multinational company seeking to scale up AI capabilities in product development and strategic transformation.
Mining and Industrial Machinery
Research and Development, AI in Product Development
The client faced challenges in scaling AI adoption despite initial technical feasibility studies and product prototypes. They lacked expertise to identify and prioritize impactful AI opportunities across their product lines.
Their existing operating model wasn’t optimized for AI-driven innovation, hindering full AI integration. To maintain industry leadership and drive growth, the client needed a comprehensive strategy to enhance AI capabilities and transform their organization.
The client needed strategic guidance in transforming their AI capabilities, aiming to enhance their core offerings and navigate future technological shifts in the competitive market landscape.
Data Design guided the client through a two-phase approach to identify AI product ideas and build an effective operating model.
Systematically identify, prioritize, and develop AI opportunities aligned with business goals to create a comprehensive innovation portfolio.
Generated over 500 potential product ideas across four client divisions, shortlisting 60 high-impact use cases.
Categorized use cases into incremental, intermediate, and transformational groups based on market fit, technological capability, and business impact.
Created a future-proof AI innovation portfolio aligned with strategic goals and existing capabilities.
Redesign organizational structures and processes to effectively support and scale AI-driven innovation across the enterprise.
Conducted stakeholder interviews and analysis of the existing AI operating model.
Identified specific requirements for each element of an optimized AI Operating Model.
Formulated recommendations for strategic frameworks, organizational structure, and resource planning to enable AI-driven innovation.
Let’s build your AI innovation portfolio and optimize your operating model today! Unlock new opportunities, accelerate product development, and future-proof your business with our strategic AI transformation approach.
