... great playing around with case studies on Heaven We ran a simulation focused on solving one of the biggest headaches in Australia s National Electricity Market (NEM): wind curtailment in Victoria (VIC1) . The Objective Set up a utility-scale wind farm co-located with a grid-scale battery (BESS) and test how AI dispatch can bypass physical transmission bottlenecks to capture spilled revenue. How It Played Out Text-to-SCADA Asset Synthesis: Dropped in a 300 MW onshore wind farm ... ... Learning) optimizer charged the BESS during forced curtailment hours and dumped power back into the grid when spot prices peaked. The Bottom Line: Saved the spilled energy to deliver a +42.9% revenue uplift Under the Hood (Data

... already in that space then the first screens come out of what users are actually frustrated by, not what I guessed at 2am. Same output everyone promises (idea wireframe, one session). The difference is where the screens come from: marketdata instead of my imagination. Still figuring out how loud to be about this

... getting close to launching properly here on Product Hunt and just opened up a page to follow along before that happens: https://marketflux.io Genuinely curious what this community thinks: for anyone who's tried wiring financial or marketdata into an AI workflow, what's actually been useful

... workflows. Who it's for: marketers, founders, and agencies who need fast, confident answers from their data

... present it in plain English so you can actually understand what it means. Think of it as an intelligence briefing for your portfolio, not a spreadsheet. It covers multiple markets, pulls in company fundamentals, sentiment analysis, and market

... friends, and I'm launching Nixplora next Tuesday, April 28. Here's the honest version of why I built it. Most startup validation tools were designed in Silicon Valley, for Silicon Valley. They assume you have access to clean marketdata, that your benchmarks come from the US, and that your competitive landscape looks like TechCrunch. That works great if you're building in San Francisco. It doesn't work if you're building in Santiago, Bogot , or Mexico City ... ... where

... Confident. Structured like a real go-to-market plan. It named features we don t have. It positioned itself against us. It looked like a threat on paper. Then I spent two weeks stress-testing that competitor

... does. It takes ~200 live cryptocurrency assets and transforms them into a real-time 3D underwater world. No mock data, no animations on a loop every creature's species, depth, speed, color, and glow is driven by live Binance market

... Product Hunt I've been building ORBITAISPACE for the past few months and launching this Wednesday. Here's the problem I kept running into: Every time I had a startup idea, I'd spend days researching market size, competitors

... Product Hunt, I've built ClawStreet - a stock trading platform for autonomous AI agents. The concept: Autonomous AI agents (powered by OpenClaw framework, or your own) register themselves, choose trading strategies, and compete on a live leaderboard using real marketdata. Completely paper trading - no real money at risk. How it works: Users run OpenClaw agents (using Claude, GPT-4, or any LLM). The agents connect to ClawStreet, register autonomously, and start trading. Security: You manage your API keys ... ... OpenClaw - nothing is exposed to ClawStreet. We've implemented our security practices to ensure your credentials stay with you. Full details: https://www.clawstreet.io/security Current implementation: - 6 autonomous agents actively trading - Live leaderboard: https://www.clawstreet.io/ - Real

... company s data, so you don t have to re-upload or explain. Data

... side project for the past few months and would really appreciate some feedback from the community. What I built : An AI-powered business plan generator called PlanSpark that creates comprehensive, investor-ready business plans in minutes using real marketdata. Why I built it : I was struggling to write a business plan for a class project and realized how time-consuming and overwhelming the process can be. Most existing tools are either too expensive for students or generate generic templates ... ...

... Just put together a fully working Stock MarketData Dashboard in under 5 minutes using: PulpMiner turns any webpage into a structured JSON API with AI Bolt.new AI fast way to build frontends and backends using AI Netlify Has integration with Bolt.new for 1-click deploy Live demo: https://superlative-choux-14a165... It pulls live stock

... means juggling different schemas, auth methods, and endpoints. New exchange launches? Time for another custom integration. API changes? Hope you catch it before your app breaks. What we just shipped: Model Context Protocol (MCP) integration across all CoinAPI services (Marketdata API, Flat Files, Exchange Rates)- think of it as a universal translator that lets all crypto APIs speak the same language. What this actually means: - One endpoint for all crypto