Ensuring AI-ready data requires continuous transparency, monitoring and collaboration. For AI models to deliver trustworthy outcomes, you must be confident in the data you use with your models. Confidence requires clarity in knowing not just what the data is, but its business context, associated data quality and the regulatory and governance implications of its use. With erwin by Quest, organizations have the visibility around all of these factors and can certify AI-ready data and models in one convenient, transparent location – ensuring all involved in driving successful AI adoption can easily find and use. And when in use, ongoing data observability and alerting helps teams ensure AI use remains reliable.