Tolerance is an essential part of design and manufacturing. It plays a key role in product quality and manufacturing costs. Understanding and controlling production variations on key geometric features can provide firms with a competitive edge. A model to link production variation to tolerance is highly desirable but difficult to build, especially for deformable parts with complex surfaces. Inspired by an innovative idea of volumetric space envelope (constructed from a base parametric curve), this paper proposes a novel spatial tolerance model. In this proposal, a volumetric envelope is superimposed onto the target manufacturing part, whose deformation and deviation (during manufacturing or assembly) are viewed as spatial variation, and this variation is modeled and linked to movements of envelope’s control points. This unique model design bypasses direct modeling of complex intrapart interactions, which is nonlinear in general and a major source of inaccuracy and low efficiency of many existing methods. The adopted indirect modeling brings many benefits. It can handle complex shapes and surfaces, and is able to take into account form errors. Also, it is capable of modeling both global and local variations observed in many practical cases. The new method is illustrated and verified through an example on a deformable vehicle door hinge plate. The proposed model shows application potential in every major stage of production, and makes possible to build a coherent cross-production life-cycle tolerancing framework from the early stage design, to manufacturing, to postproduction quality inspection. Note to Practitioners —Tolerance is a matter of everyday life to manufacturing and assembly engineers and designers. It directly impacts the product quality and production costs. Driven by the client’s ever-increasing variety needs, more and more deformable parts with complex surfaces have been entering into production in the past decade. However, existing degree of freedom (DOF) concept-based models, surrounding the idea of six DOFs of a rigid body, have difficulty in handling. While the decomposed type of models may help provide useful insight into the geometric variation, they are dependent on reliable measurement data, which may not be readily available. Motivated by the idea of deforming a manufacturing part indirectly through reshaping its surrounding (purposely designed) parametric space envelope (PSE), this paper proposes a novel spatial model for tolerancing. The proposed model is intuitive and is able to provide insight into geometric variations by visualizing them. Due to its novel model design, the proposed method can handle some fairly complex parts and surfaces (be it parametric or implicit) and is able to take into account form errors. The base curve to construct the PSE can be a Bezier curve, which is commonly available in computer-aided design/computer-aided manufacturing systems and is familiar to many practitioners (designers and engineers). This could substantially lower the application hurdle and open up a potentially wide application for the proposed method.