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◆ Journal of Intelligent Decision Making and Information Science2026-07-31· Revenue model

Developing Revenue Model for Innovation-based Company

Novendri H. P

原始摘要(英文原文)· Original abstract
Innovation-based companies face unique challenges in designing effective revenue models that support both growth and sustainability. Successful revenue models must not only generate income but also deliver meaningful benefits to customers and stakeholders. Despite growing interest in this domain, a clear gap remains in the literature regarding how innovation-based companies can systematically select and adapt revenue models across different stages of technological and market evolution. This paper addresses that gap through a conceptual analysis and structured literature review, examining the critical factors involved in developing revenue models tailored to innovation-driven enterprises. The study explores various revenue generation strategies, including licensing, subscription, freemium, and platform-based models, and analyzes how these align with a company's value proposition, customer segments, and technological capabilities. Special attention is given to the dynamic nature of innovation markets, where rapid technological change and evolving customer needs require adaptable and scalable revenue strategies. The paper also discusses the role of intellectual property, strategic partnerships, and ecosystem development in enhancing competitive positioning and revenue potential. Key findings indicate that no single revenue model is universally optimal; rather, the most effective approach depends on the firm's innovation type and its position within the industry life cycle—for instance, freemium models suit early-stage market penetration, while licensing is more appropriate during maturity or decline. The findings provide an integrated framework—centered on value alignment, scalability, and ecosystem integration—for innovation-based companies to evaluate and select appropriate revenue models. This framework serves as a practical decision-support tool for leaders and managers seeking to align monetization strategies with their firm's innovation trajectory, enabling more informed and adaptive revenue planning in fast-paced, innovation-driven environments.
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