Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A pragmatic ESG-driven tool that converts existing vehicle dynamics into regulatory-compliant emission estimates, though it relies on proxy models rather than direct measurement.
Backed by 3 papers
A weekly brief for gut and liver doctors that filters out animal studies to show only human-relevant findings.
Backed by 3 papers
A high-value, specialized IR tool that converts academic findings on investor behavior into a tactical 'who-to-call' list during ESG crises.
Backed by 2 papers
A classroom program where middle schoolers help each other figure out future career choices.
Backed by 2 papers
An audit tool that finds where companies trick users into taking the blame for data security risks.
Backed by 2 papers
A pre-made reading experiment module for university labs to study how people process language.
Backed by 3 papers
A forecasting service that predicts monthly retail sales trends without needing manual data setup.
Backed by 2 papers
A high-utility, focused tool that converts unstructured academic data into a competitive intelligence asset for agricultural OEMs, leveraging a validated extraction pipeline.
Backed by 5 papers
A niche digital humanities tool for a single historical text that lacks a clear commercial driver beyond academic convenience.
A narrowly targeted thermal subsystem for eVTOL motors built on a single review paper's generic design recommendations; real underlying need but the 'plug-compatible' framing misreads how vertically integrated eVTOL manufacturers actually build motors, and established aviation thermal-management incumbents already crowd the space.
A highly feasible, evidence-backed tool for regulatory enforcement that targets the 'super-emitter' Pareto distribution in urban traffic.
Backed by 2 papers
A service that lends locust traps to farmers and buys the insects to make animal feed.
Backed by 3 papers
A high-potential neuro-symbolic bridge that replaces probabilistic reasoning with a deterministic mathematical engine for high-stakes regulated industries.
Backed by 7 papers
A toolkit for developers to let one person in a VR headset and others on computers work on the same data.
Backed by 4 papers
A highly focused, evidence-backed tool that solves a specific regulatory and planning pain point for a niche but high-value logistics segment.
A blood test that predicts how sore an athlete will be in three days, taken shortly after a game.
Backed by 5 papers
A diagnostic tool that helps companies pick the right type of AI architecture for their specific goal.
A calculator that shows gig workers how a change in platform rules will actually affect their take-home pay.
Backed by 3 papers
A highly focused, technically grounded tool for regulatory enforcement that targets the 'high-emitter' Pareto distribution with a clear, non-intrusive mechanism.
A highly focused application of a specific graph convolution technique to a high-value, data-rich domain with clear institutional buyers.