This paper systematically explores the innovation pathways of enterprise digital transformation driven by high technology and its profound impact on industrial value. The study points out that the transformation begins with a foundation of technological empowerment built on computing power, algorithms, and data—these elements constitute the intrinsic driving force of enterprise change. On this basis, enterprises evolve along a strategic path that progresses from internal efficiency reform to external ecosystem construction: first optimizing operations through process reengineering, then innovating business models via data intelligence, and ultimately building cross-boundary collaborative networks with platform-oriented thinking. This progressive transformation—from individual initiatives to systemic change—ultimately creates value beyond corporate boundaries. By improving supply chain coordination efficiency and fostering open innovation ecosystems, it systematically promotes industrial structure upgrading and competitiveness renewal, injecting key momentum into the construction of a modern industrial system. The research aims to provide enterprises navigating the wave of the digital economy with a comprehensive framework that links technological application to value realization.