Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A blood test taken 24 hours after a vaccine to see if the immune system is ready for cancer therapy.
A tool for farming apps that identifies crop diseases from smartphone photos taken in the field.
A tool that tells doctors if a patient needs a pancreatic stent or just medication to prevent inflammation.
A highly focused, technically feasible application of recent LoRA research that solves a specific cost-performance pain point for high-volume edtech apps.
Backed by 2 papers
A highly focused, evidence-backed product that turns a standard ingredient (wheat bran) into a marketable health claim via a simple culture swap.
Software that verifies if ADHD brain scans are high enough quality to be used in large research studies.
A tool for forensic interviewers that flags when a child stops describing a specific event and starts using generic phrases.
Backed by 2 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 tool that sets a personal blood sugar goal for each patient and warns doctors of over-treatment.
Backed by 2 papers
A quality check tool that compares different math methods to see if they agree on when a part will fail.
An app for adults finishing an ADHD skills group to help them practice new habits over the next six months.
Backed by 2 papers
Life expectancy tables for crossbred dairy cows to help insurers and lenders set fair prices and loans.
Backed by 6 papers
A workbench that turns quantum device specs into the exact electrical pulses needed to run a gate.
A fraud detection layer that prevents suspicious accounts from unfairly affecting the scores of honest users.
A highly focused reporting tool that converts 'unclassified' eDNA noise into stable, citable data using SILVA's new placeholder taxonomy, solving a specific pain point for environmental monitoring agencies.
A high-precision verification service that uses a specific kinetic signature (D2O solvent exchange) to debunk or validate 'non-radical' claims in water treatment AOPs, creating a critical procurement gate for municipal utilities.
A tool that finds simple rules in a program and replaces them with faster versions to speed up processing.
A highly focused product that evolves a general mycorrhizal blanket into a specialized remediation tool for contaminated infrastructure, though it faces significant novelty challenges due to a very similar existing idea.
Backed by 3 papers
A tool that cleans and fixes messy biological data from different labs so it is ready for analysis.
Backed by 7 papers
A scheduling tool for doctors that sets blood pressure check-ups based on how long a patient has been taking ADHD meds.
Backed by 3 papers