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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!

SafeHands AI: Compliance Orchestrator

A distributed, multi-agent AI pipeline built on Band that detects logistics and insurance fraud by cross-checking driver claims against multi-modal computer vision analysis.

Agentic Consensu

AI/ML APILlama 3Featherless+2

Compliance Guardian - Multi-Agent Compliance

3 AI agents (Risk Analyst, Compliance Officer, Human Review) collaborating through Band for automated financial compliance with SAR filing detection and human review workflow.

Bashman

AgentOpsAI/ML APIAssistants API+2

DevBand: Multi-Agent Software Delivery

DevBand uses Band and AI/ML API to coordinate specialist software delivery agents that plan, implement, test, review, revise, and document a feature request into a PR-ready package.

AI_NINJA

VercelAI/ML APIOpenAI

PactWarden: Multi-Agent Contract Stress Tester

PactWarden deploys a virtual boardroom of adversarial AI agents (Legal, Finance, Operations) to cross-examine B2B contracts. It highlights critical blind spots via real-time agent debates, producing an audit-ready, human-in-the-loop verdict.

Kzkf dev

AI/ML APIVercelAntigravity+3

GateKeeper: Vendor Risk Approval

GateKeeper is a Band-coordinated multi-agent workflow that automates vendor onboarding, risk scoring, policy approval, human escalation, and audit-ready procurement reports.

Decode space

AI/ML APIGroq

KINANTI Well Ops Agent System

KINANTI is a Band-powered multi-agent system for oil well diagnosis, intervention planning, HSE review, and decision support using shared context, agent handoffs, and auditable diagnosis pivots.

OpsBand AI

DeepSeek V3

AEGIS: Autonomous Financial-Crime Investigation

15 specialist agents investigate financial crime in parallel — evidence-grounded, adversarially verified, consortium-aware. Every verdict is cited, every action logged. No black box. No raw data shared.

AgenticDeveloper

CrewAIQdrantFeatherless+1

Band Memory

Band agents that remember. Mimir-powered persistent memory gives Planner, Executor, and Reviewer agents shared context across sessions — they recall past decisions, conventions, and lessons so your multi-agent team gets smarter every run.

perseus

AMD Developer CloudAnthropic ClaudeClaude Code+3

Balai: Agentic Meeting Hall

Balai is a multi agent decision room for shared-property emergencies, where AI agents coordinate repairs, compare quotes, split costs, request human approval and generate a sealed audit trail.

Fovea

Vercel

WarRoom band of agents runs your incident response

When a production service breaks, a band of specialized AI agents triages, diagnoses, and fixes the incident — coordinating entirely through Band, with a human holding the only key to anything destructive.

acid

FeatherlessAgentOpsAnthropic Claude+1

Aether Labs: Multi-Agent E-Commerce Orchestration

AI agents orchestrate e-commerce checkout in parallel instead of sequential code. 3 specialized agents (Sales, Inventory, Security) work simultaneously via n8n. Result: 44% faster, 95% fraud detection, 75% cost savings.

AI FOR LABLAB_AI

n8nLangChainOpenAI+2

MediChain AI Prior Auth Review

5 AI agents collaborate through Band to review medical prior authorization requests detecting missing documents, checking insurance policy rules, and preparing human-reviewable decision packets in under 60 seconds. Track 3: Regulated Workflows.

punk_67

AntigravityAnthropic ClaudeChatGPT+2

EquiPulse AI

An offline-first AI retail intelligence platform for SMEs in emerging markets, featuring a hybrid graph RAG pipeline, multimodal Bangla OCR, and seamless local fallback to power smart inventory decisions without internet.

EquiSaaS BD

FeatherlessGemini AIAI/ML API

Agentlink

open infrastructure for hybrid human-AI organisations.

AgentLink

AgentOpsAI/ML APIAnthropic Claude+6

Throne (multiagent-chess game)

Building a Game as a virtual World, and a Learning Multiagent Cognitive System that plays the game. Ìtẹ́ (pronounced ee-TEH, Yoruba for “throne”) is a strategy board game built on the bones of chess.

SubThought

Opus

Band Decision Desk

A regulated financial decision desk where three Band agents — Regime, Strategy and Risk — coordinate live. The Risk agent can veto a proposal and force a re-plan, ending in an approved decision with a provable audit hash.

Band Decision Desk

AgentOps

Aether Flow Swarm

AI-powered multi-agent swarm that ingests project documents, orchestrates scoping, risk/compliance audits, and financial ledger generation with human-in-the-loop oversight and a built-in security sanitization engine

SPARX Studioz & Technologies

AI/ML APIAntigravityFeatherless

OpenMind Nexus: Cognitive Risk Intelligence

A Band-powered multi-agent investigation platform that detects cognitive manipulation, evaluates credibility, analyzes polarization risk, and provides auditable escalation workflows for information integrity incidents.

Techie Interns

Gemini AIGemma 2AgentOps+2

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

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