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Discover the innovative AI applications that have been built during lablab.ai hackathons. Explore our AI Hackathon projects and get inspired to create your own!

Wayfinder

Helps businesses navigate international trade by centralizing freight rates,logistics risks, tariffs, regulations, and shipping requirements.Describe what you want to ship in natural language, and Wayfinder gathers everything you need in one place.

Wayfinder

Bright Data MCP ServerBright Data SERP API

C2 scraper for crypto currency futures

C2 scraper to scrape binance and crypto futures trade and copy them based on our ML pipeline on the 166k found trades (ongoing and growing)

bastion

AI/ML APIAnthropic ClaudeBright Data Proxy Networks+1

VeriTrace

VeriTrace makes AI-generated intelligence cryptographically verifiable. It collects live web data via Bright Data, fingerprints every source with SHA-256, and anchors a tamper-proof merkle root on Solana so any auditor can prove nothing was altered.

VeriTrace

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API+2

Apohara Synthex

Synthex screens scraped web data for prompt injection before your AI agent ingests it, then seals it into an Evidence Report anyone can verify offline: Ed25519, RFC 3161, a public Rekor transparency log, and C2PA. Built on Bright Data.

Apohara-Team

AI/ML APIClaude Codekiro+11

CausalityAI

AI system that reconstructs how real-world events happen by turning scattered web information into structured causal chains. Instead of summaries, it shows the sequence of events that led to an outcome.

Causality AI

FeatherlessBright Data SERP API

Fortify DD

Fortify DD is an AI-powered vendor due diligence agent that gathers open-web intelligence to assess risk dimensions and continuously monitors compliance to detect vendor risk drift, triggering alerts with Cognee memory and TriggerWare automation.

Knuckle Dragger

Bright Data SERP APIBright Data Web Scraper APItriggerware+2

HomeStar — CRE Rental Intelligence

A demand-side early-warning engine for commercial real estate rent. Detects market turns 5–7 months ahead, validated across 17 metros at a 79.3% hit rate, with live Bright Data signals corroborating the engine in real time.

HomeStar

Bright Data Web Scraper APIAnthropic Claude

Amber: Catch Gray-Market Diversion

Amber captures the same product from inside two countries via Bright Data residential exits, strips VAT, and seals the net price gap into a signed, geo-attributed evidence packet anyone can verify offline. Catch gray-market diversion, and prove it.

Tripod

AI/ML APIBright Data DatasetsBright Data MCP Server+9

Foreshock — Continuous ICT Vendor Risk Monitoring

Continuous ICT vendor-risk monitoring for fintech GRC teams. Foreshock tracks vendor business health across public sources, scores converging signals, fires an alert, and writes a citation-audited risk summary. The DORA layer incumbents miss.

DataWisdom Labs

Bright Data MCP ServerAnthropic ClaudeClaude Code+2

Sentinel Signal

Sentinel Signal is the live-data pipeline layer for your CRM/MDM it continuously enriches every account from the open web, scores and sources every fact for your selected customer, and syncs the clean record back into your CRM, warehouse, or MDM.

Sentinel Signal

AI/ML APIBright Data DatasetsBright Data MCP Server+7

Uh Oh!

We’re doomscrolling the internet so product safety teams don’t have to. Uh Oh! uses Bright Data, FDA/openFDA, CAERS, Cognee, and Triggerware to detect food safety signals and turn them into source-backed case files for safety and enterprise risk review.

Uh Oh!

AI/ML APIBright Data SERP APIBright Data Web Scraper API+9

Trading Card Block

Enterprise-grade Pokémon TCG market hub: Bright Data unlocks live liquidity, PSA comps, and creator transcripts into one warehouse—AI analyst cites every number, never invents data.

TradingCardBlock

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+6

JACOBI: Adversarial Pricing Topology Probe

JACOBI is a 24-agent parallel adversarial pricing probe that detects and classifies real-time location, hardware, and cookie-based price discrimination. Leverages BrightData, AI/ML API, and a gas-optimized Sepolia Solidity Merkle verification ledger.

BrightThree

AI/ML APIkiroCognee+3

War Room AI — Autonomous Market Battlefield

Five autonomous agents. Five Bright Data products. Three flagship missions covering all hackathon tracks. Delivers an Executive Battle Brief with Market Move Score and a Recommended Move in 15 seconds.

War Room AI

Bright Data DatasetsBright Data MCP ServerBright Data Scraping Browser+4

TrademarkGuard AI

Continuously monitors the open web for brand threats, delivers structured actionable intelligence, operates without human intervention.

nodesemesta

VercelAI/ML APIBright Data SERP API+5

GEO visibility analyst

GEO Command Center is an AI visibility intelligence tool for marketing teams. Your brand appears in AI-generated answers, then delivers a visibility score, citation gap analysis, and grounded recommendations.

AI Coffee

Bright Data Scraping BrowserBright Data SERP APIBright Data Datasets

Hearsay

Hearsay listens to every channel regulators use to speak — websites, PDFs, hearings — across 125 regulators in 67 jurisdictions. Every change is classified, mapped to SOC 2 / ISO / NIST controls, and explained with AI reasoning.

Rifqi Haikal

Bright Data Web Scraper APIBright Data SERP APIBright Data Datasets+3

OmniSight: Autonomous Disruption Radar

An autonomous B2B intelligence dashboard that fuses Bright Data web scraping, Speechmatics audio analysis, and Cognee graph memory to instantly generate competitor battlecards.

Solitude

Bright Data SERP APIBright Data Web Scraper APISpeechmatics api+4

ConsumerIQ: Validate Demand Before You Build

ConsumerIQ helps founders validate real market demand before investing in their product. It scans marketplace and social signals via Bright Data, then turns them into a clear Build, Pivot, Stop, or Refine launch verdict.

Singkong

Bright Data SERP APIBright Data Web Scraper APICognee+6

Contract Alpha

Contract Alpha monitors public government contracts and LinkedIn hiring, generating a score to inform long-term stock investment strategies. The UI offers backtesting, confirmation of contracts, scores, and visual aids to assess company growth.

61baddies

Anthropic ClaudeChatGPTGrok+7

Tendril

Tendril tells B2B sales teams who's ready to buy, why it matters, and what to say next. It scrapes the web (Bright Data), listens to podcasts (Speechmatics), extracts signals (AI/ML API), and remembers (Cognee).

TroN

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+6

Verdict — AI counterparty due diligence agent

Verdict screens OFAC sanctions & live web data, returns cited APPROVE/ESCALATE/BLOCK verdicts with risk scores, verified citations, and audit PDF exports.

Verdict

GroqHuggingFace SpacesGenerative Agents+3

Strikebase — Freelance Bid Intelligence

Strikebase tells freelancers which jobs to bid on — and why they'll win. We surface live bid counts, client payment history, and real-time market rates using Bright Data, then score each opportunity 0–100 with AI-backed reasoning.

Strikebase

Anthropic ClaudeClaude CodeAI/ML API+5

VigilOS: Autonomous AI Edge Security Ecosystem

VigilOS automates edge security using Speechmatics ASR, Gemini Pro & Bright Data OSINT. Configured via NativelyAI, Cursor & AntiGravity, it governs a decentralized BAND node & polls data with Triggerware to inject Jira incidents over Cloudflare.

Ralphi IA

rest apiOpenAIGemini 3 Flash+6

Kraken Alpha Agent

Autonomous xStocks trading agent that ranks signals, backtests the hackathon window, exposes risk controls, and provides a read-only audit trail for Kraken judges.

Kraken Alpha Agent

VercelVULTRKraken cli+2

trading ai agent

Autonomous AI that reasons beyond the news — 10 intelligence layers, real-time trading, fully transparent decisions. Built with Groq + Kraken. AI Agent Olympics · Milan AI Week 2026.

Falcon

AI/ML APIElevenLabsKraken cli+1

Exam Dragon

AI-driven exam-prep companion for K9 and K12 students across the EU, launching in Estonia with national-curriculum-grounded diagnostics, an adaptive study planner, and a friendly dragon (Lohe) that tracks each student's mastery topic-by-topic.

Children of the Milky Way

AI StudioAI/ML APIClaude Code+8

LUNA — Strategic Intelligence for Executive Women

Luna is a multi-agent AI system that connects female hormonal biology to executive decision-making. Built on Gemini, Featherless, Speechmatics and Vultr — the first bio-intelligence layer for the woman who leads.

LUNA

VULTRFeatherlessLlama 3.1

VoxRegime Oracle

Voice-driven AI trading system that transcribes commands, analyzes chart regimes via vision AI, and executes orders through an ensemble of financial LLMs — all in one click.

cube

AI/ML API

RedTeam - Adversarial Decision Intelligence Agent

Upload any strategic document. Five adversarial AI agents — CFO, Market, Legal, Competitor, Execution — simultaneously attack it and deliver a severity-scored vulnerability report in under 90 seconds. demo credentials giovanni@acme.com red-team

Umarell

Gemini AIGemini 3 proGemini 3 Flash+2

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Discover Trending AI applications

Wayfinder

C2 scraper for crypto currency futures

VeriTrace

Apohara Synthex

CausalityAI

Fortify DD

HomeStar — CRE Rental Intelligence

Amber: Catch Gray-Market Diversion

Foreshock — Continuous ICT Vendor Risk Monitoring

Sentinel Signal

Uh Oh!

Trading Card Block

JACOBI: Adversarial Pricing Topology Probe

War Room AI — Autonomous Market Battlefield

TrademarkGuard AI

GEO visibility analyst

Hearsay

OmniSight: Autonomous Disruption Radar

ConsumerIQ: Validate Demand Before You Build

Contract Alpha

Tendril

Verdict — AI counterparty due diligence agent

Strikebase — Freelance Bid Intelligence

VigilOS: Autonomous AI Edge Security Ecosystem

Kraken Alpha Agent

trading ai agent

Exam Dragon

LUNA — Strategic Intelligence for Executive Women

VoxRegime Oracle

RedTeam - Adversarial Decision Intelligence Agent