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Upcoming AI Hackathons
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Discover AI applications

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!

Spec6: The enterprise intelligence operator

Spec6 is a semi-autonomous AI system for enterprises that collects, monitors, and analyzes live market, competitor, trust, and risk data, then turns it into decision-ready intelligence through chat, memory, triggers, and continuous monitoring.

Unknown wrinkle

Bright Data Proxy NetworkskiroCloudflare Workers AI+1

PriceGhost: Dynamic Pricing Forensic Exposé

PriceGhost exposes corporate dynamic pricing discrimination by coordinating 10 global residential proxies, scraping prices simultaneously, running Gini/Mann-Whitney statistical tests, generating cryptographically signed courtroom-ready evidence dossiers.

Team PriceGhost

Bright Data Web Scraper APIBright Data Scraping BrowserAI/ML API+3

Briefing Forge

Briefing Forge turns live web data into source-backed briefs for meetings, sponsor research, and market intelligence. Built for the Bright Data hackathon.

AAA

AI/ML APIBright Data Web Scraper APIBright Data SERP API

VanTage - Due diligence, on a timeline

Vantage turns 40 hours of PE due diligence into 40 seconds. It builds a live knowledge graph from 12 web sources via Bright Data, auto-surfaces red flags, and a 90-day time slider shows what changed—every claim cited, every memo IC-ready.

Sentinels

Anthropic ClaudeBright Data Scraping BrowserBright Data SERP API+2

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

MarketMindAI

MarketMind AI transforms any website into a complete business intelligence report in under a minute.

MergeConflict

kiroBright Data Web Scraper API

ROGUE: Open-web LLM Threat Intelligence Agent

The red-team that never sleeps. A jailbreak hits Reddit; minutes later ROGUE has already tried it on your chatbot and told you if you're breached. Autonomous LLM red-team that harvests new attacks from the web via Bright Data and tests YOUR deployment.

ROGUE

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+3

SupplyPulse

SupplyPulse is an AI delivery exposure platform that helps teams find high-pressure equipment deliveries, connect delays to Bright Data-backed external evidence, and generate traceable reports for faster action.

SupplyPulse

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser

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

SpoofVane — AI Brand-Impersonation Defense

SpoofVane catches brand-impersonation pages the day they launch. It discovers suspect URLs, renders them live in real Chrome via Bright Data (Scraping Browser, Web Unlocker, geo proxies), then Claude returns a phish verdict and drafts the takedown.

Team SpoofVane

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API+2

CognitiveOS

CognitiveOS is the persistent memory layer that enables humans and AI to think, remember, and work together over time.

CognitiveOS

CogneeBright Data Datasets

AccessFox

Healthcare account-readiness intelligence from live web signals, helping teams find hospitals preparing to adopt advanced therapies

Evidence Works

AI/ML APIBright Data SERP API

PulseSignal: Executive GTM Strategy Engine

An autonomous Multi-Agent platform that intercepts live web signals, enriches account metadata, and synthesizes executive-level GTM strategies and automated outreach using a Hybrid DeepSeek & Gemini architecture.

PulseSignal

AI/ML APIDeepSeek V3Gemini 3 Flash+4

TalentCompass

Live US heat map of where any role is hottest to hire or apply for — Bright Data scrapes, Cognee graph, BLS truth.

DCTank

Bright Data Web Scraper APICogneeAnthropic Claude+1

PermitRank DC

PermitRank AI is a Bright Data MCP-powered permit intelligence agent for data centers. It anchors on AlohaNAP Kapolei, runs live Honolulu, and uses real-time MCP discovery to rate Maui, Kauaʻi, and Hawaiʻi Island with a live multi-county notices ticker.

PermitRank DC

Bright Data MCP ServerBright Data DatasetsBright Data SERP API+2

Kizuna: Cross-Border Strategic Intelligence

Kizuna is a digital investigator which finds the trust points before corporations selects the wrong bidder from solicitations or a wrong JV.

Happy

AI/ML APIChatGPTClaude Code+1

Insult AI

Insult AI cross-examines claims with live web receipts, then uses guardrails when the target becomes personal.

Insult AI

Bright Data MCP ServerBright Data Web Scraper APIAnthropic Claude

WellSignal

WellSignal turns live web data into wellness GTM intelligence — scraping ClassPass, Eventbrite, and Luma via Bright Data, then using AI to recommend bundles, surface market gaps, and draft corporate outreach.

WellnessSignal

Bright Data Web Scraper APIAnthropic ClaudeLangChain+1

AMI Autonomous Marketplace Intelligence

AMI is a multi-agent marketplace intelligence workspace that uses Bright Data-powered live web signals to turn pricing, supplier, trend, and inventory data into ranked, explainable business recommendations.

Octopus

Bright Data Web Scraper APIBright Data Scraping Browser

OnPoint

Personal stylist for shoppers. Market intelligence for brands. OnPoint turns try-on feedback and live retail data into outfit recommendations and GTM insights — in real time.

OnPoint

Bright Data DatasetsBright Data SERP APIBright Data Web Scraper API+4

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

Vertex Real Time Ad Verification

A way to access true, real-time context in any advertising environment for both the ad viewer and the ad environment simultaneously enabled by Bright Data and advanced AI

Team VDX

Bright Data Scraping BrowserBright Data Web Scraper APIBright Data Datasets

WebDataOS

Enterprise intelligence runtime built on Bright Data. Self-healing gateway, Cognee memory, LLM synthesis, and autonomous actions across 3 domains.

Team WebDataOS

AI/ML APIBright Data Web Scraper APIBright Data SERP API+8

SignalWindow: GTM Intent Radar

SignalWindow is an autonomous GTM pipeline that uses Bright Data to reach blocked sources (Reddit, HN, G2), scores when a competitor’s customer is winnable, and fires cited Slack alerts before intent shows up in any vendor feed.

OneDev

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API+6

Sentra AI - Live GTM Intelligence OS

Sentra AI is a GTM intelligence OS: Bright Data collects live competitor and market evidence, AI/ML API reasons over it, and monitors deliver executive briefs, alerts, visual forensics, and voice-powered analysis history.

Prompt Pirates

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+3

Misaki: AI Legislative Intelligence Platform

Misaki is an AI compliance analyst that watches every US state, EU & UK legislature, scores each bill's dollar exposure to your company, and acts on it — generating board-ready briefs from live web data via Bright Data and the AI/ML API.

Mizu

AI/ML APIBright Data MCP ServerBright Data Scraping Browser+5

EROS - External Reality OS

EROS (External Reality Operating System) is an AI-powered intelligence platform that transforms the open web into real-time, actionable business intelligence. By continuously monitoring external signals across competitors, vendors, markets, etc.

DexZ

AI/ML APIAntigravitySpeechmatics api+5

Pulse — Alt-Data Demand Terminal

We turn the open web—marketplace prices, reviews, and job postings—into real-time demand signals, scraping live data via Bright Data and producing a cited momentum nowcast with graph memory that alerts teams the moment competitors move.

Aarya Patel

AI/ML APISpeechmatics apiBright Data Datasets+4

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