Executive summary
Orchestrating people, data and workflows is critical to scaling technology combinations and ensuring they deliver real impact.
Technology combinations have been shaping industries for years, but the pace and breadth of possibilities have expanded. Eight powerful domains – artificial intelligence (AI), omni computing, engineering biology, robotics, advanced materials, spatial intelligence, quantum and next-generation energy – are combining to create an opportunity no singular innovation could. Convergence isn’t just a shopping list of accumulating domains; it’s a cohesive operating model. Combinatorial technologies need to be coordinated effectively to unlock capabilities that feel like step changes, not increments.
This report outlines how organizations scale technology combinations from technical promise to operational impact. Building on the 3C Framework, it analyses how organizations navigate convergence in practice to create new solutions. Drawing on cross-industry research across healthcare, manufacturing, energy, life sciences and human-machine interaction, the report identifies recurring scaling patterns and translates them into operational practice. The aim is to assist stakeholders in using combinatorial technologies as a source of competitive advantage.
A selection of the report’s key insights:
Industry winners are not the most technically advanced, but the most ready to integrate. Their advantage comes from their ability to integrate new systems into existing workflows, coordinate cross-functional teams and scale solutions in real operating conditions. For example, the adoption of surgical robots accelerated when designed to fit existing hospital operating rooms (Section 2.2).
Advantage is moving away from owning technology assets to coordinating capabilities across partners. Partnerships are often critical in developing combinatorial technology as they accelerate innovation by leveraging the maturity of surrounding ecosystems. Successful providers often offer service-based delivery models to offset the costs of large capital investments and system maintenance, giving their customers the freedom to focus on existing assets and core strengths (Section 3.1).
Convergence reshapes entire value chains, not just products. When technologies combine, they shift bottlenecks and change where value, power and risk sit across the ecosystem. Combinatorial technology can often help alleviate strain on critical assets such as surgeon availability, production sources or manufacturing sites. A common pattern is that, with the introduction of combinatorial technology, new bottlenecks emerge at the physical–digital interface.
Convergence is now a leadership and operational issue, not solely a technological one. Organizations that build the ability to integrate technologies, align teams and work effectively with partners are the ones that achieve scale. When that happens, solutions improve with use, adoption accelerates and convergence becomes a source of advantage.
世界经济论坛发布的文章,可依据《知识共享署名-非商业性使用-禁止演绎4.0国际公共许可协议》以及我方《使用条款》进行转载。 本文所表达的观点仅代表作者个人立场,并不代表世界经济论坛的观点。