Learning organization establishing in industrialization alliance is of feasibility and necessity. Learning organization’s knowledge learning paths are including radiation type, convection type and random network type and then it’s knowledge learning mechanism is constructed from guiding mechanism, motive mechanism, transmission mechanism, coordination mechanism and safeguard mechanism. Finally, some strategies to construct learning organization are advanced.