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This paper analyses challenges in integrating distributed and heterogeneous PDM systems in a virtual enterprise-like environment, and introduces multi-agent solutions for the integration. With interactive and communicative agents as community and domain professional services, a set of infrastructure and facilities, which support secure distributed management of product documents, workflows and engineering knowledge, have been proposed and described in detail. With this paradigm, distributed PDM systems perform as a virtual unified product development platform, engineers are allowed to collaborate with each other as conveniently as in a single workspace. Considering standardised multi-agents and fundamental product data managed by PDM systems, the proposed paradigm is prospective in combining with higher-end e-business and growing into a virtual-enterprise level integrated system.