nQTb addresses the growing need for rapid, ethical, and EU and OECD-regulated safety assessment of nanomaterials. Traditional methods are costly, time-consuming and require the use of animals for in vivo testing. As the first QSAR tool dedicated to TiO₂ and SiO₂ nanoforms, nQTb enables virtual genotoxicity and mutagenicity assessments with levels of prediction uncertainty. The application offers a simple, intuitive interface, does not require ML knowledge and generates QPRF-compliant reports, supporting the digital transformation of the chemical registration process.