mpairwe7/hustle-coach

HustleCoach — National Youth Micro-Enterprise Accelerator for Uganda # HustleScale — The National Youth Micro-Enterprise Accelerator > **Empowering Uganda's youth to turn business ideas into sustainable, scalable micro-enterprises.** HustleScale is a voice-first, multilingual AI accelerator built for unemployed and underemployed youth aged 18–30 in Uganda. It goes beyond a chatbot — an agentic AI system with 8 real tools, progress tracking, funding matching, cooperative formation, business health analysis, and a national leaderboard. From idea to income, in your language. **Claude Hackathon 2026 — Category 3: Economic Empowerment & Education** --- ## The Problem Uganda has one of the world's youngest populations, with over 50% of youth neither in employment, education, nor training (NEET). Many have viable business ideas — poultry farming, tailoring, mobile money vending, boda repair, salons — but lack the knowledge, mentorship, and financial literacy to execute them. Traditional business advisory services are urban-centric, English-only, and inaccessible to the youth who need them most. ## The Solution HustleScale meets youth where they are: - **Voice-first** — speak your idea in Luganda, Runyankole, Swahili, or English - **Deep conversations** — ask follow-ups, dive deeper — context is retained across 8+ exchanges - **Instant business plans** — realistic budgets, break-even analysis, and pricing for local markets - **8 agentic tools** — AI calls real tools in a ReAct loop: market prices, budget validation, break-even math, regulatory checks, risk assessment, funding matching, supplier search, cooperative models - **Market intelligence** — current April 2026 UGX prices for 58+ items with synonym search, seasonal trends, and mobile money charges - **Financial literacy** — bite-sized lessons on saving, record-keeping, pricing, and avoiding debt traps - **27 business models** — poultry, tailoring, salon, mobile money, boda-boda transport, snack vending, fish farming, brick making, juice making, event planning, second-hand clo …