Our project is an AI-driven startup copilot designed to help early-stage founders go from idea to investor-ready with minimal friction. The user begins by entering their startup idea. The system performs automated market research using Retrieval-Augmented Generation (RAG) techniques that gather insights from sources like Google Search, Crunchbase, Reddit, and other public platforms. It analyzes the market landscape, identifies existing competitors, highlights potential gaps, and suggests unique value propositions. Once the idea is validated, the app uses large language models (LLMs) to generate a concise business plan, including a mini pitch deck covering problem, solution, target market, and monetization strategy. The outputs are downloadable as PDF or PPT formats. The MVP Builder Assistant then helps the founder shape the technical foundation of their product. It suggests the tech stack, auto-generates user stories, drafts database schemas, and outlines a feature roadmap to accelerate development. Finally, the Funding Advisor module recommends relevant VCs, accelerators, and angel investors using live data scraping and RAG techniques. It even drafts personalized outreach emails to help the founder secure funding more effectively. This all-in-one platform is ideal for solo founders, student entrepreneurs, and first-time startup builders who need structured guidance and speed without hiring a full team.
Category tags:An AI-driven tool that reviews GitHub pull requests in real-time, providing clear and intelligent code feedback using Groq-accelerated LLaMA models and the BLACKBOX.AI Coding Agent.
innoventors-blackbox-track
Flowrish AI helps students think better, not less. It guides reflection instead of giving answers—strengthening minds, not replacing them. Offline-first on Snapdragon X Elite, with LLaMA 3 locally and Groq online. Because learning should grow you.
42AI Qualcomm Track
Amagi is a proactive AI assistant that sees your screen, listens, remembers, and helps you stay focused—designed to run across devices with real-time context awareness
The Monad (AI-Smith Protocol) -Vultr Track
An AI-powered shopping assistant built with FastAPI, Groq API (LLaMA models), and Neo4j knowledge graph for personalized e-commerce experiences
Hackcelerate - Prosus Track
A privacy-focused toolkit for real-time screen OCR and audio transcription on any PC, combining universal image text extraction, audio-to-text, and fast local semantic search—powered by Edge AI and Groq API.
Illuminative Lab - Qualcomm Track
An AI-driven tool that reviews GitHub pull requests in real-time, providing clear and intelligent code feedback using Groq-accelerated LLaMA models and the BLACKBOX.AI Coding Agent.
innoventors-blackbox-track
Flowrish AI helps students think better, not less. It guides reflection instead of giving answers—strengthening minds, not replacing them. Offline-first on Snapdragon X Elite, with LLaMA 3 locally and Groq online. Because learning should grow you.
42AI Qualcomm Track
Amagi is a proactive AI assistant that sees your screen, listens, remembers, and helps you stay focused—designed to run across devices with real-time context awareness
The Monad (AI-Smith Protocol) -Vultr Track
An AI-powered shopping assistant built with FastAPI, Groq API (LLaMA models), and Neo4j knowledge graph for personalized e-commerce experiences
Hackcelerate - Prosus Track
A privacy-focused toolkit for real-time screen OCR and audio transcription on any PC, combining universal image text extraction, audio-to-text, and fast local semantic search—powered by Edge AI and Groq API.
Illuminative Lab - Qualcomm Track