Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A service that tells bone marrow registries which donor records need updating when genetic definitions change.
A tool that flags bladder cancer patients who cannot take a specific chemotherapy drug so they get referred to a specialist sooner.
A blood-test report that tells lung cancer doctors if a tumor's DNA is gone, meaning they can stop certain chemo drugs.
Backed by 5 papers
A highly focused, evidence-backed clinical workflow tool that converts static ADA guidelines into an automated referral engine to solve a known gap in diabetes care utilization.
Backed by 3 papers
A predictor that tells construction companies how often they will hit large boulders when drilling foundations.
Backed by 2 papers
A tool for hospital managers to see which doctors are actually using their AI medical scribes.
Backed by 2 papers
A highly focused, evidence-backed manufacturing tool that solves a specific, high-value bottleneck (IEC 61215 certification) for perovskite module scaling.
Backed by 2 papers
A complete kit for clinics to run a 14-week skills group for adults with ADHD, including manuals and training.
Backed by 3 papers
A high-precision manufacturing tool that optimizes coil yield by matching specific tape reel properties to the physical stress requirements of each turn, directly addressing a critical bottleneck in fusion magnet production.
Life expectancy data for people of Hispanic origin to help insurance companies price their plans.
Backed by 4 papers
A high-conviction play that leverages regulatory pressure (REACH) and capex reduction (ambient-air coating) to sell a co-qualified chemical-process package to perovskite manufacturers.
Backed by 4 papers
A tool for insurance plans to find patients who need medication help by looking at their pharmacy refill history.
Backed by 3 papers
A tool that checks AI-written biology text to ensure claims about genes are backed by real evidence.
Backed by 3 papers
A screening service that tells scientists if a human genetic change will actually work in a mouse model.
A tool that uses tunnel boring machine data to create a map of the rock quality underground.
A tool that finds mentions of fatty liver in radiology reports and checks if the patient meets full diagnostic criteria.
A tool that scans health records to find type 2 diabetes patients who might actually have type 1.
Backed by 8 papers
A highly practical CI/CD regression tool that transforms a research prototype into a developer-centric safety gate for smart contract upgrades.
A high-urgency security tripwire that converts a batch-trace detection method into a real-time incident response tool for DeFi protocols.
A pre-mixed artificial soil kit for labs to test earthworm toxicity without importing peat.