Enterprise Wide Search 14: Shweta Shah - The Missing Management Layer in AI: Content Quality

In this episode, co-hosts Emma McGrattan and Ole Olesen-Bagneux sit down with Dr. Shweta Shah, a seasoned data and AI architect with a fresh perspective on how we think about quality in the age of unstructured data and GenAI. Shweta introduces “Content Quality Management” (CQM), a new framework designed to help organizations prepare unstructured content for trustworthy, auditable, AI-powered outcomes.Together, they explore:Why traditional data quality frameworks fall short in GenAI systems.The seven dimensions of content quality.Why unstructured data needs more than structure to be AI-ready.The role of team diversity and ethical design in building AI that works for everyone.How CQM could evolve into a new standard—or even a product—for enterprise AI readiness.🎧 Tune in for a timely conversation that reframes unstructured data not as a challenge, but as an opportunity to rethink what “quality” really means in modern data work.Hosted on Ausha. See ausha.co/privacy-policy for more information.