Building an AI-powered feedback loop:
Monitoring enumerator performance with audio audits
This webinar is now over, but you can watch the recording and get the slides from the link below.
Building an AI-powered feedback loop:
About our speaker
David Granada Donato
Principal Consultant,
Equilibrium BDC
David Granada Donato is a Principal Consultant at Equilibrium BDC.
As an economist from the University of Los Andes with a Master’s in Economic Development from the University of Göttingen, David possesses over eight years of experience in impact evaluation, primary data collection, and statistical analysis. His approach combines technical rigor with strategic vision to transform data into actionable knowledge, uncovering patterns, trends, and causal effects in social and economic development.
He is currently focused on leveraging cutting-edge technologies—such as AI applications and geospatial analysis—to enhance evidence generation and strengthen information quality protocols.
About the webinar
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.
Join us for this webinar
In this webinar, Equilibrium will walk through how they designed an automated feedback pipeline that processed audio recordings and turned them into personalized, immediate feedback for enumerators.
Here's what we will cover:
- Why you should be using audio recordings in your data collection
- How to use audio recordings to create a timely and actionable feedback system
- The tools Equilibrium used to create this automated feedback loop
- A live demonstration of the feedback pipeline in action
If you’re curious about how to conduct quality assurance, monitor data, and uphold data quality for remote programs, this is a webinar you won’t want to miss!
Curious about how SurveyCTO can support your next data collection project? Start a free trial today to start collecting high-quality data.