The field of automated compliance and legal document summarization is moving towards more innovative and scalable solutions. Researchers are exploring the use of multi-agent systems, domain-specific languages, and extractive summarization techniques to improve the accuracy and efficiency of compliance checks and document summarization. These approaches aim to address the challenges posed by the increasing complexity of laws and regulations, as well as the need for more trustworthy and interpretable automated compliance verification. Noteworthy papers in this area include:

• Multi-Agent Legal Verifier Systems for Data Transfer Planning, which proposes a multi-agent legal verifier that achieves 72% accuracy in compliance checking.
• AugAbEx, which engineers a light and transparent pipeline to create extractive gold standard summaries from abstractive ones.
• BeautyGuard, which designs a multi-agent roundtable system for proactive beauty tech compliance through stakeholder collaboration.