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SafeToBuy tells small shops how much they can safely spend on stock this week and which items to buy first. It forecasts sales and simulates the bank balance to cut the risk of running out of cash.
A solar meter that signs its own readings, proves clean energy on Hedera, and turns every verified kWh into tokens people can trade with neighbours or redeem for airtime.
A bilingual AI chatbot helping technical-education students quickly access reliable information on colleges, courses, admissions, eligibility, fees, exams, scholarships, and student services.
AI that finds pipeline leaks before water is wasted
Breaking Language Barriers, Simplifying Government Services
VoxCity: A self-hosted MCP server (Streamable HTTP) that securely bridges Alexa+ voice commands to live WordPress updates with human-in-the-loop approval.
Turn any syllabus into a personalized learning journey with AI-powered curriculum mapping, smart topic sequencing, curated resources, and personalized quizzes to track measurable progress.
Find the money leak Fix the business
CampusMate is an AI college voice assistant built for the Alexa+ hackathon track. Build a working Agent Skill or a self-hosted MCP server implementing MCP spec version 2025-11-25 or later.
An OpenCV-powered crowd safety platform that counts people, tracks movement, detects overcrowding and stampede-like anomalies, and alerts operators in real time.
An AI-powered system that detects suspicious scam patterns in UPI, banking, and digital wallet transactions, assigns risk scores, and provides timely alerts to help users prevent financial fraud.
An AI-powered study companion that turns PDFs, slides, and videos into source-cited answers, auto-generated quizzes, progress tracking, and personalized revision plans.
A household memory for Alexa+ that remembers where things are and warns you before warranties, bills and renewals lapse.
DengueRadar forecasts which Singapore neighbourhoods will see dengue clusters 2 to 4 weeks ahead, prioritising areas with the most seniors and children so inspectors and residents act early.
A proposed API for the buyer's side of agentic payments: see who can charge you, set limits, give AI agents a bounded budget. The portal and MCP server are example tools built on it.
Adaptive Learning AI turns course notes into an intelligent tutor with verified page citations, source-grounded quizzes, and an adaptive engine that personalizes what students should learn next.
SentinelAI turns scattered data into trusted intelligence by verifying evidence, detecting contradictions, and delivering secure, explainable investigations.
Most skincare promises results. Baseline measures them — tracking real change in your skin over time, on every skin tone
Forge your code. Push anywhere. One-command GitHub DevSecOps CLI: detect, secure, gitignore, commit and push a project to GitHub.
Qloo picks who. BeatScope picks when. A shop's whole day, hung as a record wall.
AI can be factually right but temporally wrong. ContextBind checks each clinical claim against the patient’s longitudinal record before it reaches the EHR or triggers action.
Next-gen Alexa+ powered by MCP & Bedrock: atomic multi-device routines with Saga rollback, constant-time PIN security, and proactive ambient intelligence.
An OpenCV 5 agent on AWS Lambda that turns bracketed real-estate photos into one true image per room. Every fix is measured, explained in a trace, or handed to a person.
Ask your city anything — and see the receipts. CivicLens answers zoning, permit, flood, and 311 questions with verified open data and zero hallucinations.
