Publyq (link: publyq.in) is an AI-powered civic intelligence platform built using **Greater Chennai Corporation (GCC) public grievance data**. It transforms complaint data into actionable intelligence through a scalable analytics pipeline, providing real-time visibility into trends, hotspots, issue clusters, and departmental performance. Gemma 4 powers conversational analytics, enabling users to ask natural-language questions and instantly receive grounded insights from the GCC grievance dataset. To accelerate development, we are leveraging **Antigravity** to automate our engineering workflow. Multi-agent orchestration is currently underway, with two critical agents already automating key development tasks and enabling faster, more reliable iteration. Publyq demonstrates how AI can unlock the full value of civic data, helping governments make faster, evidence-based decisions while improving transparency and public service delivery.
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