COTTON ▲ +3.2% STEEL ▼ -1.1% CRUDE OIL ▲ +0.8% GOLD ▲ +0.5% LEATHER ▼ -2.4% COPPER ▲ +1.7% WHEAT ▼ -0.3% SILVER ▲ +2.1% COTTON ▲ +3.2% STEEL ▼ -1.1% CRUDE OIL ▲ +0.8% GOLD ▲ +0.5% LEATHER ▼ -2.4% COPPER ▲ +1.7% WHEAT ▼ -0.3% SILVER ▲ +2.1%
🏆 MILAN AI WEEK HACKATHON 2026 — lablab.ai

Trade Smarter. Grow Faster.

11 autonomous AI agents that monitor supplier risk, discover global buyers, predict market movements, and run nightly security audits — all while you sleep.

400M
SMEs FLYING BLIND
11
AUTONOMOUS AGENTS
4
AI SPONSORS
100%
AUTONOMOUS AUDIT
PLATFORM MODULES

Four modules.
Eleven agents.

↗
⚡
MODULE A
SupplierPulse
Real-time supplier risk monitoring powered by 5 specialized agents. News scanning, document analysis, factory visual inspection, and cybersecurity OSINT — all in one report.
News Agent Risk Agent Doc Agent Visual Agent Cyber Risk Agent
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🚀
MODULE B
DealFlow AI
Finds global buyers, scores each one for fit, and generates personalized cold outreach emails — automatically.
Scout Agent Qualify Agent Outreach Agent
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📊
MODULE C
Analytics Dashboard
Live risk heatmap, sales pipeline, price trends, and an AI-generated daily briefing with your top 3 priorities.
Analytics Agent Daily Briefing
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🔮
MODULE D
MarketPulse AI
Three-layer market intelligence: 24–48hr price prediction, 1–5 year industry trends, and 5–10 year mega trend forecasts. Plus microeconomic utility optimization.
Tomorrow Agent Trend Agent Mega Trend Agent Micro-Econ Agent
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🌙
AUTONOMOUS
Nightly Audit Trail
Vultr Cron runs every night at midnight. Re-checks all tracked suppliers. Updates dashboard. Zero human input required. This is what true autonomy looks like.
Vultr Cron Risk Re-scan Cyber Re-scan Alert System
TECHNOLOGY STACK

Models benchmarked
on 600+ prompts.

PRIMARY AI
Featherless AI
Open-source model inference for all reasoning, analysis, and generation tasks.
DeepSeek-R1 Qwen 2.5 72B Mistral Large
MARKET DATA
Kraken API
Real-time commodity and asset price feeds. No API key required for public endpoints.
Public Ticker API Live OHLC Data
CLOUD & INFRA
Vultr
VM deployment, storage, firewall, and Cron Scheduler for the autonomous nightly audit.
Ubuntu 22.04 VM Cron Scheduler Object Storage
OSINT SOURCES
Free OSINT
Open-source cyber intelligence — no paid API keys required for any security checks.
crt.sh urlscan.io HaveIBeenPwned Socket / SSL Scan

Ready to get started?

Launch the platform now. No signup required for the demo.