#smb hackathon ideas

9 ideas across 4 categories · 2 beginner · 4 intermediate · 3 advanced. Sorted by judging fit (editorial estimate).

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AI
Product Listing from One Photo
Snap a product and get a title, description, tags and price range ready to list
Beginner8h1–2
Vision LLMNext.jsTailwind
17/20
AI Agents
Supplier Quote Comparison Agent
Upload supplier quotes in any format and get a like-for-like comparison
Intermediate14h1–2
MarkItDownLLMNext.js
17/20
AI Agents
Lead Qualification Agent for Small Businesses
An agent replies to new enquiries, asks qualifying questions and books the good ones
Beginner10h1–2
LLMEmailCalendar API
17/20
AI
Support Ticket Auto-Triage
Incoming tickets get a category, urgency and suggested reply automatically
Intermediate14h1–3
EmbeddingsLLMPostgres
16/20
AI
Shop Chat Auto-Responder from Catalog
Answer customer questions on price, stock and delivery from your own catalog
Intermediate16h1–3
RAGVector DBLLM
16/20
Fintech
Invoice Fraud Flagger
Catches duplicate invoices and changed bank details before payment
Advanced36h2–4
PythonOCRLLM
16/20
AI Agents
Voice Receptionist for Small Clinics
A voice agent answers calls, books appointments and handles FAQs
Advanced30h2–4
WhisperLLMTTS
15/20
Climate
Supplier Emissions Survey Tool
Collect emissions data from suppliers with a simple guided form
Intermediate16h1–3
Next.jsPostgresCharts
15/20
Fintech
Small Shop Cash-Flow Forecaster
Warns weeks ahead when cash will run short
Advanced36h2–3
PythonForecastingReact
14/20

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