In her seminal paper published in the Technology Innovation Management Review, researcher Katri Valkokari deconstructs the conceptual confusion surrounding organizational networks by separating them into three distinct, interconnected archetypes. At the foundational end of the pipeline sit knowledge ecosystems, which are driven by a logic of exploration and non-proprietary resource exchange. Spearheaded primarily by universities, public research institutes, and technology entrepreneurs, these networks focus strictly on generating new knowledge base and systemic wisdom rather than immediate commercial utility. Because they operate through decentralized nodes, their primary value lies in creating the raw intellectual assets, localized expertise, and structural data required for long-term discovery.

At the opposite end of the spectrum are business ecosystems, which operate on a logic of resource exploitation and direct value capture. Orchestrated largely by platform owners or massive focal corporations, business ecosystems are tightly coupled networks of suppliers, distributors, and customers dedicated to executing present customer value creation. Unlike the open, exploratory nature of knowledge networks, business ecosystems function within highly defined markets and rely on aligned business models to maximize economic efficiency and deliver tangible solutions. The primary metric of success here is concrete financial and market viability, transforming abstract capabilities into highly scalable, everyday consumer experiences.

The critical bridge between these two extremes is the innovation ecosystem, which functions as the integrating mechanism that translates knowledge exploration into economic exploitation. Geographically clustered around regional hubs, innovation ecosystems bring together policymakers, intermediaries, funders, and startups to co-create commercialized innovations. Valkokari argues that these three layers cannot exist in isolation; they are deeply interconnected from the viewpoint of the individual actor. By linking them effectively, an organization or regional cluster can seamlessly channel the foundational discoveries of a knowledge ecosystem through the commercialization pipelines of an innovation ecosystem, ultimately feeding the scalable market platforms of a thriving business ecosystem.