Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A reporting tool for pharma teams that tracks each patient's raw health data across multiple clinic visits.
Backed by 2 papers
An alert service that notifies health agencies when a mosquito species is found in a new county.
A plugin that automatically creates step-by-step guided tours to help people learn how to use a dashboard.
Backed by 4 papers
A simple, rugged test kit for herders to diagnose cattle lung disease in the field without a lab.
A tool for math apps that spots exactly where a student made a mistake in a problem and explains why.
A highly focused service that leverages foundation model embeddings to unlock prognostic modeling for ultra-rare cancers where traditional deep learning is mathematically impossible.
Software for wastewater plants that estimates organic pollution levels using simple pH readings.
An SMS service that tells Ethiopian farmers exactly when to breed their cows to increase milk production.
Software that uses existing water records to tell utilities how quickly pollution could travel through limestone aquifers.
A diagnostic tool that checks if a company's data structure will break their machine learning model.
A high-fidelity clinical driver that operationalizes a large-scale, trial-proven resuscitation protocol to reduce cognitive load and fidelity drift in high-stakes ICU windows.
A tool for museums to check if ancient objects for sale match known burial sites, flagging potential looting.
A high-utility data-enrichment service that leverages a foundation model to fill gaps in literature-mined materials databases, transforming sparse extracted data into dense, queryable property sets.
Backed by 5 papers
A highly focused B2B tool that solves a specific, high-stakes data currency problem in forensic labs by automating the bridge between literature and HRMS libraries.
Backed by 5 papers
A high-value B2B data product that transforms epidemiological gaps into a strategic roadmap for pharmaceutical market expansion and global health resource allocation.
Backed by 3 papers
A testing service that helps recovery product brands prove their products work using a specific muscle damage marker.
Backed by 3 papers
A service that helps hospitals update their sepsis tracking systems without breaking their historical data.
Backed by 2 papers
A set of insurance rules that allow patients without a history of heart attack to get coverage for cholesterol injections.
Backed by 2 papers
A highly focused operational tool that converts decision-curve theory into a practical configuration interface for hospital AI alerts, filling a critical gap between model validation and clinical deployment.
Backed by 3 papers
A remote service that provides unbiased expert ratings for ADHD medical trials.
Backed by 2 papers