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NirnaY
Turn uncertain disaster data into clear decisions.
Nirnay is an AI-powered emergency decision-support system that helps responders turn incomplete, conflicting and changing disaster information into clear, explainable actions. It combines live risk mapping, confidence scoring, emergency routing, what-if simulations and AI explanations while keeping humans in control.
We built Nirnay around a simple question: when disaster information is incomplete or conflicting, how can responders make a better decision quickly?
We wanted to build something beyond a traditional dashboard — a system that can assess uncertainty, simulate consequences and explain its recommendations while keeping the final decision with humans.
We'd love feedback from the Product Hunt community on the product experience, the decision-support approach, and what you think we should improve next.
About NirnaY on Product Hunt
“Turn uncertain disaster data into clear decisions.”
NirnaY was submitted on Product Hunt and earned 13 upvotes and 4 comments, placing #24 on the daily leaderboard. Nirnay is an AI-powered emergency decision-support system that helps responders turn incomplete, conflicting and changing disaster information into clear, explainable actions. It combines live risk mapping, confidence scoring, emergency routing, what-if simulations and AI explanations while keeping humans in control.
On the analytics side, NirnaY competes within Productivity, Artificial Intelligence, GitHub and Maps — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how NirnaY performed against the three products that launched closest to it on the same day.
Who hunted NirnaY?
NirnaY was hunted by Keerthipriya Peddada. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of NirnaY including community comment highlights and product details, visit the product overview.
Keerthipriya Peddada