This document describes an interactive object with multiple electronics modules. An interactive object (e.g., a garment) includes a grid or array of conductive thread woven into the interactive object, and an internal electronics module coupled to the grid of conductive thread. The internal electronics module includes a first subset of electronic components, such as sensing circuitry configured to detect touch-input to the grid of conductive thread. An external electronics module that includes a second subset of electronic components (e.g., a microprocessor, power source, or network interface) is removably coupled to the interactive object via a communication interface. The communication interface enables communication between the internal electronics module and the external electronics module when the external electronics module is coupled to the interactive object.