Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A simple testing kit for pharmacies to find early-stage kidney disease using a finger-prick and blood pressure check.
Backed by 2 papers
A tool that matches academic papers about Southeast Asian languages with the best journals for them.
Backed by 2 papers
A pragmatic B2B tool for niche society journals to automate the tedious metadata compliance required for global indexing, though it lacks a strong proprietary moat.
Backed by 6 papers
A pre-made reading experiment module for university labs to study how people process language.
Backed by 3 papers
A data tool that separates and lists individual gravitational wave events when many signals overlap in the data.
Backed by 3 papers
A contract template that ensures AI vendors only get paid if their tools actually improve patient outcomes.
Backed by 3 papers
A tool for writers that tracks story details to find and fix plot holes in long-running series.
Backed by 2 papers
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 focused eco-driving coaching HMI for EV fleets with a clear product, but resting on a single simulator-based paper in a space where driver-scoring telematics already compete.
A mechanistically interesting idea grounded in a single solid paper, but commercially thin due to an extremely rare target genotype, technically demanding 'partial inhibitor' requirement, and an over-scoped, multi-modal pitch that lacks a crisp go-to-market wedge.
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 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 quote-checker that tells editors if a famous ancient line is genuine or a fake written under a famous name.
A collection of ready-to-use real-world science problems for high school teachers.
A technically sound optimization tool for EV charging that leverages a specific, high-performance statistical model (MSDR) to solve a real-world grid stability and decarbonization problem.
Backed by 3 papers
A timely but pre-regulatory compliance niche with a thin single-paper evidence base, a plausible cookie-consent analogy, and real but modest near-term TAM — interesting as a feature within a broader digital-estate platform, but too speculative as a standalone B2B SaaS today.
A high-utility service that leverages the formulaic nature of inorganic chemistry communications to accelerate the 'staking' of discoveries, though it faces significant headwinds from inconsistent journal AI policies.
Backed by 16 papers
A tool for betting apps that shows the real odds of a multi-game bet as a simple frequency, like 1 in 40.
Backed by 2 papers
A writing coach that helps researchers build their theoretical arguments step-by-step.
Backed by 3 papers
A system that alerts HR when employees stop sharing knowledge, which can be a sign of job insecurity.
Backed by 3 papers