Building an AI-powered feedback loop:

Monitoring enumerator performance with audio audits

Scaling a data collection project usually comes with a trade-off: as operations expand, data quality control often weakens. But what if you could manage enumerator performance and deliver personalized, timely feedback for a large-scale national project with the same thoroughness as you did a pilot?

Join us for a deep dive into how Equilibrium BDC , a leading consulting and research firm servicing Latin America and the Caribbean, leveraged SurveyCTO, audio audits, Google’s Gemini LLM, and a suite of other tools to do just that.

This webinar draws from Equilibrium’s experience managing different projects with a large, remote enumerator base. They devised an innovative solution that analyzed transcriptions of audio audits and compared them against survey instruments to verify if enumerators were following guidelines. The solution then also automatically triggered feedback emails to enumerators on how to improve their work. 

Equilibrium will demonstrate how they created this automated pipeline that transformed audio recordings into a rigorous quality assurance (QA) and data monitoring engine.