This article was created for the purposes of entering the Google Cloud: All Things Agentic Hackathon.
In catastrophic natural disasters like flash floods, hurricanes, and earthquakes, cellular networks collapse and emergency dispatchers are overwhelmed with thousands of fragmented, panic-driven field messages. Volunteers trying to coordinate over open radio frequencies or mesh airwaves risk leaking sensitive Personally Identifiable Information (PII) such as phone numbers, names, and vulnerable home addresses.
To solve both bottlenecks, I built Needflare — an autonomous, privacy-first emergency intelligence and logistics agent running on Google Cloud.
Here is how the system was built, how it operates asynchronously in the background, and how it unifies three cutting-edge Google AI models: Gemini 3.7 Flash, Google Gemma 4, and Google Veo 3.1.
Watch the complete 3-minute technical demonstration in action:
