Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.
For this hackathon project, I set out to build a system that continuously maps my internet ecosystem—identifying people similar to me, uncovering collaboration networks, and surfacing opportunities I might otherwise miss.
Market Causality Graph uses Bright Data to detect supply chain disruptions in real time and predict their downstream financial impact through statistically validated causal relationships.
GAVAI is an AI property intelligence platform that models real-time market signals. It uses Bright Data to aggregate fragmented listings and risk maps , providing defensible valuations and hazard scores in seconds.
Tunai is a shared intelligence layer that hardens enterprise trust. Using Bright Data’s real-time web tools, it builds an autonomous verification loop to detect deepfakes, supplier fraud, and competitor bots before they compromise your operations.
this digital solution brings client and business together and helps equivaletly
OmniMarket AI automates real-time wholesale chemical price tracking and profit optimization. Empowering local manufacturers to combat inflation with data-driven insights and seamless operational integrations.
Real-time AI agent monitoring SEC 13D/13G filings from 5 Gulf Sovereign Wealth Funds ($4T AUM) using Bright Data MCP Server to bypass EDGAR bot detection, with Gemini 2.0 Flash generating institutional investment intelligence.
Executor is an autonomous meeting-to-execution agent that extracts commitments, syncs them to Jira, Asana, and Notion, monitors deadlines, and drafts follow-ups or manager escalations when execution stalls.
Google GenAI SDK (Gemini 2.5) + OpenCV + Tesseract OCR based autonomous multi-modal agent framework for continuous live-screen system auditing, intelligent technical reasoning, and asynchronous enterprise workflow automation via email pipelines.
An agentic AI workspace with voice interaction, live documentation, and Git-style conversation branching. Butler transforms conversations into searchable, evolving knowledge you can revisit, compare, and export.
Autonomous xStocks paper-trading agent powered by Gemini 2.5 Flash reasoning and Kraken CLI execution. Features local/cloud automated system diagnostics, hardcoded risk gates, and JSONL audit logging.
Traqr AI helps venture teams detect early founder momentum by turning public investor follow patterns into evidence-backed alerts, graph context, and AI-ranked sourcing shortlists.
DecisionGraph gives AI agents permanent enterprise memory. Documents become a knowledge graph. Every decision is stored, tracked, and learned from. Any agent plugs in via MCP in 5 minutes. The enterprise gets smarter with every interaction.
This AI Investor Manager is an automated CRM manager to manage investors for small Venture Capitalist funds. The CRM manager will automatically process emails, take natural language requests, and give follow-up recommendations.
SolarPingu is an autonomous AI sales swarm managing cold commercial leads and inbound consumer channels. It independently finds leads, analyzes roofs, qualifies prospects, generates PDF offers, and executes automated phone workflows.
At Dexter AI, we built AURA: a real-time AI HUD. Fusing low-latency Edge AI with Cloud reasoning, AURA scans micro-expressions and speech at 60 FPS. We give you 'super-perception' in high-stakes meetings to turn missed signals into closed deals.
App-first AI agent for civic incident intake, report extraction, department routing, area alerts, and trackable municipal response.
A plug-and-play SDK that enables developers to integrate zero-trust, hardware-level offline NFC payments into any fintech app, accelerated to enterprise readiness using IBM Bob.
AI-powered pull request analysis platform that visualizes PR blast radius using IBM Bob. Detects affected modules, dependency risks, and hidden breakages before review with interactive graphs, risk scoring, and automated GitHub insights.
ContribFlow is a 4-stage AI co-pilot that guides OSS contributors from idea to PR-ready code. It finds contribution gaps, deduplicates ideas, maps change impact with dependency tracing, and reviews code quality before submission.
Grants for Me connects SMBs with unclaimed government grants. Dynamically crawls scattered portals to extract live funding data. Built via IBM Bob, it instantly matches users with high-win grants in plain English.
Conduit translates your voice in real time across 8 languages during meetings, playing back in your own cloned voice through a virtual microphone — while captioning whatever the other person says above your taskbar.
Context Drop is an AI-powered repository intelligence platform that analyzes codebases, generates architecture insights, explains system flows, and assists teams with onboarding, ticket analysis, PR reviews, and developer handoffs.
DailyPlus AI is an intelligent data-driven assistant that automates task management, tracks productivity metrics, and delivers personalized daily insights to optimize routine workflows.
BilimForAll is a gamified "Duolingo for professions" powered by a multi-agent Gemini 1.5 system. It features automated onboarding, content generation, voice roleplays with AI mentors, and Context Caching, slashing enterprise API costs by up to 85%
A practical demo of AI-driven Chaos Engineering. Using PAYO’s offline-to-blockchain setup (SQLite, Holepunch, TronWeb) as a case study, we use IBM Bob to simulate critical network failures, identify race conditions, and automate security refactoring.
Auditor Semántico de Pull Requests impulsado por IBM Bob que elimina el "Impuesto de Verificación" automatizando la revisión de reglas de arquitectura (ADRs).
CodeOracle is an architectural decision support engine that helps engineers make confident decisions about unfamiliar codebases through multi-agent analysis.
Turn every IBM Bob session into replayable memory. CrumdBob captures Bob's repo analysis as a 9-file CRUMB pack with proof chain, SQLite-backed cross-session history, FastAPI dashboard, LLM-powered insights, and enterprise observability.
An autonomous, multilingual security copilot powered by Gemini 2.5 and Veea Lobster Trap. It acts as an interactive incident response agent, executing live server mitigation patches and sending reports to engineers over real-time telecom voice calls.
AI agent orchestration runtime built around Chimera Pilot — a resource-control layer that compiles natural-language objectives into a task
An intelligent enterprise system that utilizes Gemini to monitor, diagnose, and repair server infrastructure autonomously. It ensures business continuity by neutralizing cyber threats and automating resource scaling via X402 Payments.
MindShield by BrainSNN is a 3D cognitive firewall for enterprise AI, using Gemini analysis, Veea Lobster Trap, and self-evolving defenses to detect manipulation, block unsafe prompts, and fuse multimodal knowledge.
Elevate is an agentic career orchestrator built on AMD ROCm and Gemma 3. It transforms AI from a job threat into a career partner, using LangGraph to automate resume optimization and strategic opportunity matching for a changing global economy.
Faultline is a multi-agentic platform to simulate how real users fail, abandon, misunderstand, and exploit software before release.
An autonomous system that combines AI with Chrome, including a "Soldier Agent" hive architecture and persistent SQLite memory, to execute complex web tasks directly via real, authenticated browser profiles.
An AI marketplace for recyclable wastes — connecting waste providers with recyclers and enabling waste recognition with AI.
SafeSite AI exists to act as a real-time safety officer for every CCTV in construction sites; it catches violations instantly, calls the worker out by name, logs the violations and stops the next accident before it ever happens.
ShieldFlow is a local-first, AI-powered network security suite for Linux. It uses on-device ONNX models and the Model Context Protocol (MCP) to identify, map, and block trackers and telemetry in real-time with zero cloud dependency.
Al Agent Orchestrator for Real-Time Engineering Simulation. Powering the next generation of CAD/CAE workflows on AMD ROCm™ hardware.
HayStack is a publishing platform where AI agents pay writers per article read using Circle Programmable Wallets, Arc testnet USDC settlement, x402-style payment flows, and Gemini tool calling
A marketplace of AI workforces. Operators and agents hire pre-built squads to ship real work; every run, subtask, and builder payout settles as sub-cent USDC on Arc. Built for the moment, agentic commerce needs nanopayments as native infrastructure.
Archie is a machine native intelligence layer for the Arc Network. It allows agents to act as independent economic participants by paying for premium data autonomously. Using Circle Nanopayments, Archie enables software to pay its own way.
A real-time agentic economy dashboard powered by Circle USDC on Arc L1. It enables autonomous agents to trade and settle AI compute resources using sub-cent nano payments ($0.0001), optimized by Random Forest demand prediction and protected by Z-Score
Stahk Orchestrator is an Agentic Economy platform that allows users to hire specialized, autonomous AI agents to execute complex goals using a secure micro-transaction and escrow system.
This is a market place that connects real estate developers and vendors in one space. The market place would allow vendors to display their goods and developers to request materials and procumbent, waybills and quantity requirements.
Discover new hobbies, track your experiences, and get personalized activity ideas from Hoddy — your AI companion for a fuller life.
AI Trading Coach is a smart trading dashboard + AI assistant that analyzes trades, calculates KPIs, and provides real-time risk management guidance. Built with Deriv API + AI for helping traders improve win rate and discipline.
Simulation-first robotic system performing structured physical tasks such as pick-and-place, sorting, and simple assembly. Designed for repeatable execution under varied conditions, environmental interaction, and measurable performance metrics.
An AI-powered self-service HR platform with humanized voice agents that automates contracts, answers employee queries, and manages compliance. It transforms HR operations into an fast, conversational, and invisible experience.
Goodbye to permanent API keys. AgentPaywalls replaces static .env credentials—prone to abuse and rate-limit issues—with short-lived, payment-verified tokens. AI agents pay per request using USDC on Arc for secure, usage-based access.
Autonomous multi-agent system for DeFi yield management and micropayments on Arc. Features Vault Agent, Media Agent, Gateway Client, and x402 Handler. Built by the first dev to deploy on Arc Testnet. Circle Whitelisted.
AI “API Wallet” agent enabling real-time pay-per-request API/data/compute purchases via USDC on Arc. Uses x402-style web-native payments and Gemini routing to select providers, enforce budgets, and execute verifiable micropayments.
Moodle Agent is an AI-powered learning assistant that connects WhatsApp with Moodle to provide students instant access to deadlines, grades, course updates, and personalized academic help. It enhances accessibility and supports learning anytime, anywhere.
Wi-Fi Kids turns the router into a digital tutor: before going online, kids answer adaptive quizzes powered by GPT-5. A parental control that educates while limiting excessive screen time.
Veribee connects researchers with verified participants to ensure genuine data, fair rewards, and faster research. Deployed on Pharos Chain, it enables secure, transparent, and efficient studies with real-world impact.
A fully autonomous, AI-driven connectivity solution that leverages "Giga Nodes"—smart, low-power, solar-powered devices—to establish resilient internet networks in underserved and remote regions.
AI platform to optimize school connectivity using geospatial data and LLMS for underserved regions
AI-Powered Network Planner for Rural Connectivity is a data-driven tool that leverages AI and GIS data to optimize cellular tower placement in rural areas, improving connectivity and network coverage.
Hosting AI G is A seamless AI-powered property management system that enables frictionless host-guest connectivity while integrating with G Bot One to automate 99% of guest interactions.
UniSphere: AI-powered procurement solution for public sector connectivity. Automates RFP analysis & bid evaluation, ensuring transparency, efficiency, and cost savings. Built with open-source AI for seamless integration.
A tool solve connectivity issue. 1. Solve problem for those who live in low interent zome. 2. Help user to find good vendor interent service provider.
Our project aims to provide equitable, personalized education and mentorship to African students through an AI-powered platform, using OpenAI’s GPT-3.5 as a multilingual chatbot, stable diffusion for visual lessons, and ElevenLabs for text-to-speech.
Bridging internet connectivity foR health care facilities through AI
GovLink AI enhances Smart Zambia’s e-government by improving network resilience and connectivity. It monitors network health, predicts downtimes, and automates failover strategies to ensure seamless access to essential digital services.
A sustainable funding model that bridges the digital divide by reallocating premium internet service fees from affluent regions to support internet infrastructure development in underconnected areas.
An AI-driven solution that classifies schools based on connectivity needs and optimizes network expansion using mathematical modelling, reducing costs and ensuring scalable, reliable internet access with minimal investment.
LafeAINet transforms connectivity complaints in Timor-Leste into actionable insights by combining a user-friendly reporting app, AI-powered analysis, and interactive visualizations.
ConnectSense is an AI assistant that simplifies connectivity planning for South Asia's underserved areas. Using RAG, it offers tailored, easy-to-understand advice on telecommunications infrastructure for non-technical users with real time data.
Transforming solar infrastructure into an intelligent solar network to bridge the connectivity gap in offgrid and rural areas by directly embedding AI agents in individual solarnodes powering rural communities
Meet ProfessorSTEM Your Fully AI Platform designed to provide a personalized and structured learning experience through quizzes, study plans, and progress tracking. All is done only using Artificial Intelligence from A to Z
AI-driven, blockchain-backed network optimizer providing reliable, sustainable internet access to underserved schools, clinics, and governments. Reduces costs and enhances transparency with renewable energy integration.
Tired of unproductive meetings and techno-stress? PM-AI is a conversational AI-driven assistant that streamlines project management by automating meeting scheduling, task tracking, and real-time project insights, enhancing productivity and collaboration.
Enhances education in Niger by optimizing network tower placement to maximize school connectivity. Using geographic data and algorithms,it identifies tower locations to ensure reliable internet with minimal distance to schools, bridging the digital divide
It discovers schools that need intervention, by showing it on the map with colour code
UniSphere's AI and blockchain platform transforms Africa's public procurement by automating evaluations, ensuring transparency, and improving resource allocation.
An AI assistant to prevent smuggling, supply chain theft, and fraud by offering guidance, tips, and monitoring tools, and an assistant providing recommendations on internet connectivity, cybersecurity, and software tailored to organizational needs.
Optimizing content delivery for students based on the students internet connectivity and their preferences.
ICARUS is an AI Agent that allows users in low income underserved regions to link their solar energy panels to a gamified carbon offsetting model, track offsets and earn connectivity credits that can be redeemed as SMS, Voice & Data microbundles.
HealthNET AI is an AI-powered platform ensuring reliable network connectivity for underserved healthcare facilities, reducing mortality by 30% and costs by 25% through predictive analytics and decentralized technology.
AI Unified Network Optimizer for Public Connectivity" is a hybrid AI solution for strategic planning and real-time optimization of public networks.
Wave Tracker is a handy tool for checking out your mobile network’s performance. It helps with troubleshooting, gives speed predictions, and shows network coverage all in real-time, using AI to give smart suggestions.
Our AI-driven platform identifies optimal data center sites, drastically reducing latency and bandwidth costs for over two million underserved schools worldwide.
AI-powered suggestions for internet infrastructure enhancement, Resource allocator and bandwidth resource analyzer
OutageAI categorizes environmental factors such as temperature, humidity, and precipitation to assess their effects on connectivity metrics like signal strength, packet loss, and latency. Using these insights, it predicts the probability of an outage.
EduSyncc: An intelligent system that optimizes educational content delivery in low-bandwidth areas using ML & LLM tech to ensure reliable access to learning resources in rural schools.
SpotConnect is a scalable AI-driven platform designed to revolutionize the way users report and address network issues. It empowers individuals to provide real-time feedback about their current connectivity challenges.
NetBridge is an AI-powered app providing rural communities with internet solutions, signal tips, offline tools, and personalized connectivity recommendations for affordable and sustainable access.
Provide connection between nodes in graph via real time communication and analysis with some ML algorithms (Time Series, GNN)
Empowering underserved communities with reliable internet using AI-driven bandwidth allocation and blockchain transparency.
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