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 leverages a newly quantified national diagnostic gap to drive targeted case-finding in primary care.
Backed by 16 papers
A highly focused security wedge that leverages a specific, newly published threat taxonomy to solve a critical onboarding bottleneck for enterprise MCP adoption.
Backed by 2 papers
A service that uses yeast to make a customer's antibody fragment bind more strongly to its target.
A laser probe for industrial chimneys that measures pollution levels without needing manual calibration.
Backed by 2 papers
A service that uses old satellite data to show how forests and land changed between 1972 and 1992.
A health insurance module that requires a tapering plan before covering weight-loss drugs.
An alert service that tells drug makers when a new genetic variant might stop their cancer drug from working.
A testing service that checks if safety chatbots can understand distress signals written in Indian scripts.
A software tool that flags breast cancer patients who cannot take certain immunotherapies due to their health.
A highly focused clinical utility tool that codifies a major guideline update into a concrete operational workflow for high-risk aortic patients.
A high-utility reagent kit that converts a complex materials science finding into a practical, low-friction tool for organoid researchers to replace inconsistent animal-derived matrices.
A service that tests face-recognition software to ensure it is equally accurate for all demographic groups.
Backed by 2 papers
A tool that checks if stroke patients were wrongly denied clot-busting drugs based on old medical rules.
Backed by 2 papers
A quality-control app that compares the texture of food batches against a perfect reference sample.
Backed by 2 papers
A highly focused, commercially viable metrology product that transforms a complex lab technique into a standardized industrial QC assay for a critical battery manufacturing pain point.
Backed by 2 papers
A service that updates hospital diabetes guides whenever the official national standards of care change.
A trial system that lets hospitals test different AI scribe vendors side-by-side before buying one.
Backed by 2 papers
A highly practical, low-friction product improvement that leverages proven AMF benefits to solve a specific failure point in a massive, existing infrastructure market.
Backed by 8 papers
A tool for lab software to automatically report newly discovered genetic variants to a global database.
A hospital alert system that warns nurses when a patient's labor is taking longer than normal.