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AI doesn't have the data on where human actually look. Taste Lab is a design tool that bridges this gap.
Ever wondered where your money disappears? Point your camera and we’ll call you out before you make another questionable purchase.
Save 5% of your enterprise Purchasing expenditure and decrease your carbon footprint by intelligently finding alternatives to current expenses.
PhD admissions runs on cold emails and rumors. PiMatch scores applicant–PI fit on research direction, funding, mentorship, and coauthor-network reach — surfacing matches that cold search misses.
Companionship is resonance. Find your frequency.
Bunq Spending Advisor is an advisor where AI assistant Finn automatically categorizes transactions, detects subscriptions, and forecasts your month-end balance to build smarter spending habits.
do it for people
Stress-test any message against a geo-mapped synthetic population using TRIBE neural readouts, K2 reasoning, and multi-round belief propagation — predictive information epidemiology.
Offline AI System for Immediate Survival
Agentic Software Development AI
ChillBillSpill turns messy local government records into a 3-minute, address-based civic briefing with receipts, timestamps, and one-click public comment.
A personalized nutrition dashboard for UMD students that tracks macros and suggests smart swaps using live-scraped dining hall data.
You got a medical report. You have no idea what it means. Sympli reads it, decodes it, and hands you a list of exactly what to ask your doctor. Three AI perspectives. One clear answer.
TerpWell is an AI wellness companion for UMD students that audits every response through a real-time governance layer.
Heard: Because policy shouldn't require a law degree to understand
The iMessage-native wellbeing companion that remembers what you meant.
Your voice when you need it most. Spectra turns sensory and meltdown patterns into clear AI-powered self-advocacy scripts, helping neurodivergent people confidently communicate what they need.
Finance-first travel assistant. Upload, chat, make it happen.
Have Smarter Meetings
We reduce CI/CD waste by predicting which tests actually matter—and running them in the cleanest data centers to cut both cost and carbon
Prunes test cases via semantic similarity to cut compute and emissions. Uses a carbon-aware scheduler and live APIs to run tests in low-carbon regions, factoring energy mix and grid intensity.
Cutting CI/CD emissions by intelligently running only the tests that matter—and running them where the grid is cleanest
Watermarking LLM models.
Luminary: to help students because school is hard, parents should listen, and we need cats. Here is a website that collaborates, teaches, plans, and negotiates. Everyone needs a Mochi <3
