Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A system that alerts HR when employees stop sharing knowledge, which can be a sign of job insecurity.
Backed by 3 papers
A blood test after exercise to help doctors objectively diagnose Chronic Fatigue Syndrome.
Backed by 2 papers
A highly focused, high-utility research tool that converts a specific academic volume into a structured diagnostic engine for archaeological attribution.
Backed by 2 papers
A high-impact, specialized tool that transforms a fragmented clinical process into a structured therapeutic product with a clear commercial wedge.
Backed by 2 papers
A pragmatic, low-tech utility that solves a genuine archival bottleneck by standardizing field-capture metadata for cultural heritage institutions.
A robotics curriculum designed to help children with learning differences practice planning and focus.
Backed by 6 papers
A high-value strategic consultancy tool that productizes 'quantum honesty' to prevent wasteful R&D spend, though it risks being a low-frequency service rather than a scalable product.
A highly focused clinical decision-support tool that leverages longitudinal ABCD study data to move from generic comorbidity screening to personalized, subdimension-driven surveillance.
Backed by 2 papers
A blood test that predicts how sore an athlete will be in three days, taken shortly after a game.
Backed by 5 papers
A feature for DNA tests that tells users which ancient farming migration their ancestors were part of.
A diagnostic tool that helps companies pick the right type of AI architecture for their specific goal.
A high-utility preclinical screening service that converts a specific genetic finding (CDH2) and GWAS data into a mechanistic 'go/no-go' toolkit for biotech drug development.
Backed by 7 papers
A writing coach that helps researchers build their theoretical arguments step-by-step.
Backed by 3 papers
A plugin that compares different data grouping methods to help scientists pick the best one for their project.
Backed by 2 papers
A tool that maps who knows what in a company to find people who are the only source of critical info.
Backed by 2 papers
Software for health records that manages the transition from the name PCOS to the new name PMOS.
A blood test that tells oncologists how much DNA damage a chemo dose caused so they can adjust the next dose.
A highly focused infrastructure planning tool that converts epidemiological projections into concrete hardware and staffing requirements for global health ministries.
Backed by 6 papers
A high-utility decision-support tool that converts academic PEFT benchmarks into a practical cost-benefit calculator for ML engineers.
Backed by 5 papers
A focused, high-utility editorial tool that transforms a psychological principle of child cognition into a concrete QA workflow for high-value publishing houses.
Backed by 4 papers