MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation

Mahmood Hegazy, Aaron Rodrigues, Azzam Naeem

We present MAFA (Multi-Agent Framework for Annotation), a production-deployed system that transforms enterprise-scale annotation workflows through configurable multi-agent collabor…