Agrobacterium tumefaciens is a pathogenic bacterium, which transforms plants by transferring a discrete segment of its DNA, the T-DNA, to plant cells. The T-DNA then integrates into the plant genome. T-DNA biotechnology is widely exploited in the genetic engineering of model plants and crops. However, the molecular mechanism underlying T-DNA integration remains unknown1. Here we demonstrate that in Arabidopsis thaliana T-DNA integration critically depends on polymerase theta (Pol θ). We find that TEBICHI/POLQ mutant plants (which have mutated Pol θ), although susceptible to Agrobacterium infection, are resistant to T-DNA integration. Characterization of >10,000 T-DNA-plant genome junctions reveals a distinct signature of Pol θ action and also indicates that 3' end capture at genomic breaks is the prevalent mechanism of T-DNA integration. The primer-template switching ability of Pol θ can explain the molecular patchwork known as filler DNA that is frequently observed at sites of integration. T-DNA integration signatures in other plant species closely resemble those of Arabidopsis, suggesting that Pol-θ-mediated integration is evolutionarily conserved. Thus, Pol θ provides the mechanism for T-DNA random integration into the plant genome, demonstrating a potential to disrupt random integration so as to improve the quality and biosafety of plant transgenesis.