Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A quick check for inattention added to teen depression and anxiety care to find hidden ADHD.
Backed by 3 papers
A high-utility clinical documentation tool that digitizes a recognized (though debated) medical standard to streamline high-stakes legal and compensation workflows.
Backed by 9 papers
A service that uses safe dyes in limestone areas to map exactly where water flows and how fast it moves.
Backed by 2 papers
A blood-test report for bladder cancer patients to see if they can safely stop chemotherapy after surgery.
Backed by 3 papers
A digital check that ensures a doctor has the required evidence before adding a diabetes diagnosis to a chart.
A diagnostic tool that shows how much Wi-Fi speed is being wasted by old, slow devices on a network.
A high-precision tool for SiC power electronics manufacturers to replace trial-and-error annealing with foundation-model-driven kinetic barrier predictions.
Backed by 2 papers
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 that helps two researchers agree on the quality of medical studies for a systematic review.
A dashboard tool that tells product managers the probability that one version of a feature beats another.
A tool for foam suppliers that turns a customer's strength requirements into a precise mixing recipe.
Backed by 2 papers
Software for wastewater plants that estimates organic pollution levels using simple pH readings.
A tool that turns hardware calibration data into a mathematical model of a quantum processor's noise.
Software that uses existing water records to tell utilities how quickly pollution could travel through limestone aquifers.
A highly focused, low-risk utility service that solves a specific, painful data-integrity problem for longitudinal microbiome studies using existing, standardized tools.
A highly focused, technically grounded perception module that solves a specific, high-value pain point for home robotics OEMs using a state-of-the-art segmentation backbone.
A plugin for voice bots that rewrites responses to make them easier for humans to understand by ear.
Backed by 2 papers
A design tool that helps engineers use plant-based fibers to build car parts that absorb crash energy.
Backed by 3 papers
A high-precision biostatistics service that solves a specific, documented failure in microbiome trial analysis by jointly testing prevalence and abundance.
Backed by 2 papers
Software that gives ADHD doctors a checklist of physical health screenings based on large-scale medical data.
Backed by 3 papers