TeChBioT aims at improving Europe's capacity to detect, identify, and monitor low-volatile chemical warfare agents (CWAs) and non-volatile biological warfare agents (BWAs) within complex natural settings. Although current methods like IMS, GC-IMS, and Py-GC-IMS are effective at rapidly identifying the most volatile CWAs and BWAs, they fall short when it comes to detecting extremely low concentrations of less volatile substances, such as fourth-generation CWAs (e.g., Novichoks), and differentiating between harmful biological fragments and innocuous materials. TeChBioT aims to address these issues by developing an advanced detection technology. This technology integrates high-temperature ion mobility spectrometry (IMS) with gas chromatographic pre-separation (GC) and pyrolysis (Py) and employs artificial intelligence (AI) and deep learning (DL) to simplify the analysis of complex 2D spectral data. The goal is to enable the rapid detection and identification of both non-volatile biological and low-volatile chemical agents at extremely low (pptV) concentration levels, distinguishing them based on their distinctive fingerprints within complicated environments.