With the rise of language models, clean, inclusive and responsible datasets are essential to creating products without racial, ethnic and gender bias. Phonologie is an NGO that partners with universities, schools, and organizations to collect clean datasets to challenge exisiting bias in AI by creating newly trained models with inclusive representation for more equitable, fair and open access.