Hybrid warfare has become a defining feature of twenty-first-century conflict, yet scholarly and policy analysis remains disproportionately anchored in state-centric models. This qualitative study addresses that gap by investigating the role of non-state actors as both perpetrators and instruments of hybrid warfare. Employing a multi-case qualitative design grounded in thematic analysis, the paper examines three principal dimensions of non-state participation: private military companies as extensions of state power, cyber mercenaries and the construction of plausible deniability, and influence operations conducted through non-state media networks. Drawing on documentary analysis, policy documents, open-source intelligence reporting, and peer-reviewed scholarship published through 2024, the study develops an original typology of state–non-state hybrid warfare relationships spanning five modalities: direct proxy, contractual delegation, ideological franchise, tacit enablement, and autonomous convergence. The findings indicate that the deliberate blurring of state and non-state boundaries functions as a strategic asset rather than an analytical inconvenience, enabling actors to circumvent international legal frameworks, evade attribution, and operate below the threshold of conventional armed conflict. Recent evidence further suggests that the deniability dividend is conditional and diminishing, as improvements in public attribution and forensic capability erode the space between political knowledge and legal proof. The paper concludes with policy-relevant recommendations for counter-hybrid strategy, the regulation of private military and commercial cyber capabilities, and the development of international norms adequate to the evolving architecture of contemporary conflict.