Muhammad Rizwan Ali@rizwanaliai

EchoEarth AI is a multi-perspective foresight tool that helps people reason with every stakeholder in the room, not just their own instinct. Most decision tools give you a single static forecast one lens, no room to push back. Real decisions, whether a city council weighing a desalination plant or a founder entering a new market, ripple outward and land differently on different people. You describe a decision in plain language, and EchoEarth AI generates three distinct, labeled futures: optimistic, contested, and adversarial, each grounded in 2-4 explicit assumptions. From there, you chat live with four AI personas, each arguing from their own stake in the outcome: Citizen (cost, safety, daily life), Government (regulation and public good), Business (market and ROI), and Scientist (evidence and systems). Responses stream in real time for a genuinely conversational feel. The core mechanic is editable assumptions. Change any assumption and the scenario's narrative regenerates instantly, letting you pressure-test "what if this weren't true?" without starting over. A Compare view lines up all three futures side by side, and a one-click export produces a branded PDF report with the decision, chosen scenario, and full persona transcript. Built with React 18, TypeScript, and Tailwind, backed by Supabase Edge Functions and GPT-4o-mini via the AI/ML API, with streaming handled through Server-Sent Events. The backend is stateless and key-safe by design. EchoEarth AI is built for policy makers, founders, students, educators, NGOs, and consultants anyone whose decisions affect people they can't fully see. It's honest about its limits: scenarios are AI-generated, not fact-checked; there's no persistent history; the persona set is fixed; and there's no evidence grounding yet. Next steps include branching futures, custom personas, evidence grounding, and shared team workspaces. Built by Team Bot Builders for the AI Factory Online Hackathon.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.