Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-utility clinical decision support tool that digitizes expert consensus to reduce costly orthodontic refinements, though it faces significant technical hurdles in automated landmark detection.
Backed by 4 papers
An app that creates a personalized list of questions for patients to ask their doctor.
Backed by 2 papers
A self-guided program for adults newly diagnosed with ADHD to understand their strengths and challenges.
Backed by 3 papers
A tool that identifies which hillsides are most likely to slide so engineers know where to stabilize the ground.
Backed by 2 papers
A national database to track the long-term safety and effectiveness of weight-loss drugs.
Backed by 2 papers
A focused, high-utility documentation tool that transforms qualitative classroom dialogue into a longitudinal assessment portfolio for early childhood education.
Backed by 3 papers
A high-potential specialized design tool that leverages 3D-printing's material flexibility to optimize orthodontic force delivery, moving beyond the 'one-size-fits-all' thickness of thermoformed plastics.
Backed by 2 papers
A warning badge for dashboards that tells the user if a partial data sample is misleading or fair.
Backed by 2 papers
A lookup service for scientists to find the original 1753 description and name of any plant species.
A software layer that helps AI on small devices learn new things without forgetting old ones.
A tool for bank teams to explain why a computer model decided a customer might stop using a service.
A highly focused, technically grounded B2B tool that solves a specific hardware reliability pain point for autonomous vehicle OEMs using a hybrid simulation-empirical approach.
Backed by 3 papers
A tool for scientists to decide which mass ranges to scan when searching for dark matter particles.
Backed by 3 papers
A high-value, narrow-wedge intelligence tool that leverages a specific publication lag in materials science to provide a competitive time advantage for industrial R&D.
Backed by 3 papers
A highly focused B2B validation tool that solves a specific, documented pain point in speech AI: the performance collapse when moving from clean, read speech to messy, spontaneous conversation.
Backed by 3 papers
A fitness program for children with obesity that focuses on activity levels instead of weight.
Backed by 3 papers
A high-value certification service that shifts the focus from resin chemistry to the entire manufacturing pipeline, addressing a critical real-world gap in 3D-printed aligner performance.
Backed by 11 papers
A tool for developers that analyzes a social media thread to predict if a claim is a rumor and if it is true.
Backed by 2 papers
A clinic tool that identifies exactly where a patient with a speech disorder is struggling to form words.
Backed by 2 papers
A system that reads chemistry journals and turns complex chemical properties into a searchable database.
Backed by 4 papers