From Meetings to Product Vision: An Agentic Approach with MARARE
Malik Abdul Sami, Gessé Evangelista, Kai-Kristian Kemell et al.
· IEEE Software · 0 citations
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From Business Meetings to Requirement Artifacts: An Agentic AI Approach with MARARE
Preliminary results indicate performance differences across LLMs, suggesting that model choice influences coverage, consistency, and hallucination rates.
Malik Abdul Sami, Gessé Evangelista, Kai-Kristian Kemell et al.
· AGENT@ICSE · 0 citations
Bridging Humans and LLMs: Investigating Human-AI Collaboration in Multi-agent Requirements Analysis for Organizational AI Adoption
LLM-based multi-agent systems can support strategic AI planning by enabling iterative refinement with human experts by supporting structured and collaborative Requirements Engineering processes for AI adoption planning.
Malik Abdul Sami, Zheying Zhang, Muhammad Waseem et al.
· e-Informatica Software Engin... · 6 citations