Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
Software for egg retailers to quickly find and remove contaminated batches based on official alerts.
A software tool for pharmacists that ranks patients by risk based on their current medications and health history.
Backed by 4 papers
A therapy program that pairs weight-loss medication with behavioral coaching and tracks progress for doctors.
Backed by 2 papers
A service that tracks pathogen genomes to alert public health labs about new emerging virus or bacteria strains.
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
A highly focused, high-utility compliance tool that converts a specific physical archive into a digital GIS layer for a high-stakes industrial market.
An app for paramedics to identify stroke patients who need advanced surgery and route them to the right hospital.
A quality check that scans every cell in a therapy batch to ensure they are the right type and safe to use.
A quick digital test for 4th to 8th graders to find students struggling with ratios and fractions.
Backed by 2 papers
A year-long support program to prevent weight regain after a patient stops using weight-loss medication.
A handheld wand for scrap yards that identifies metal alloys on contact without using X-rays.
A highly focused B2B tool that converts raw AE data into standardized qualification reports, solving a specific manual bottleneck in aerospace bearing testing.
A tool for refineries that tunes control loops based on their specific job, like smoothing out surges.
Backed by 2 papers
A service that finds disease-related genes specifically within different types of brain cells.
A scoring system that compares a child's ADHD symptoms to others of the same age and gender.
Backed by 2 papers
An app for ambulance crews to screen for sepsis and give antibiotics before the patient reaches the hospital.
Backed by 2 papers
A clinic tool that tracks low-blood-sugar episodes to identify patients who need rescue kits.
Backed by 3 papers
A highly focused, feasible application of CT-CLIP that transforms a hospital's static archive into a searchable reference library for radiologists.
Backed by 2 papers
A highly focused, high-utility software tool that codifies expert XPS interpretation rules into a practical workflow for a clear customer base.
Backed by 2 papers
A highly focused, clinically grounded monitoring tool that addresses a specific, documented failure mode (calibration drift) in high-stakes medical AI.
Backed by 3 papers