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Registry-verified bid compliance for government procurement. Fifteen checks against ten registries. Code decides, AI explains, a named officer signs. SIH 2026.
A touch-free, multi-agent maintenance copilot for macOS. Point at the machine, ask out loud, pinch to confirm each step. 1st prize, AgentX-2026.
Autonomous procurement agent for institutional kitchens: real vendor prices, a hard budget it cannot override, and recovery when a vendor fails. 1st of 231 teams, LaunchPadX 2026.
MEMORA AI is your intelligent voice memory assistant that remembers important details, retrieves personal memories, and enables natural conversations in Tamil, Tanglish, and English using Gemini AI.
FairCart AI recommends relevant products, creates smarter bundles, and prevents unprofitable discounts—helping shoppers save and merchants grow fairly.
StudyPilot AI turns study goals into personalized plans, helping students prioritize tasks, manage exam deadlines, and stay on track with a conversational AI study companion.
CarrySafe is an AI-powered factory shift handover assistant designed for Alexa+ that tracks unresolved incidents, temporary safety measures, and overdue reviews so critical hazards aren't forgotten.
A Hindi/English voice booking gateway for local businesses. Owners set up once, and Alexa+ books slots by voice with no double-bookings, safe retries and owner approval.
Your Home, Your Love
An intelligent study companion that helps students organize learning materials, plan study sessions, practice quizzes, and explore MCP-powered study assistance in one simple workspace.
Shared tasks, notes, files and visual planning, with a private work area for each person.
An AI-powered Ring doorbell assistant that helps families look after older parents by detecting unusual doorstep activity and sending timely alerts, without cameras inside the home.
A Telugu-first AI shop assistant for small kirana retailers to manage stock, sales, and credit.
An offline-first, Wi-Fi captive portal mesh network that allows communities to map and share the status of essential resources (like medicine) during total internet and power blackouts.
Milk collections, deliveries and payments in one dairy ledger, with English, Hindi and Hinglish commands that preview a delivery before you confirm it.
Your home's unwritten rules, shared with the right person, in their language, at the right time.
An Alexa+ add-on that runs a home's pipes: fills a bath to the litre, switches pipes off for work or the night, and finds a hidden leak by closing them one at a time: drop, back, drop.
Voice first family care for an aging parent: an MCP server for Alexa+ where Mom logs pills by voice, family gets gentle alerts, and Mom controls what's shared
VERICARB - Every Credit. One Traceable History.
A household-focused simulation exploring how rooftop solar surplus could be matched with nearby energy demand through transparent, community-based trading.
An Alexa+ care companion for parents who live alone. It notices patterns, involves the family, and books help only with their approval.
HomeCare Copilot — An AI-powered MCP agent that diagnoses appliance problems, automates maintenance, and safely orders the right replacement parts through a conversational smart-home experience.
Helping older adults and their families stay connected through daily check-ins, reminders, and care requests—with a clear view of who’s helping and what still needs attention.
AI agents that settle returns, refunds and false "item not received" disputes through PayPal for small cross-border sellers. Fair to buyers, safe with money: no double pays, big refunds need approval.
