Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
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 risk score for agave and beef buyers to identify which sourcing regions are turning into desert.
Backed by 2 papers
A writing tool that tells language learners when they use common sentence patterns incorrectly.
Backed by 11 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 quote-checker that tells editors if a famous ancient line is genuine or a fake written under a famous name.
A highly focused privacy proxy that solves a specific, documented vulnerability in E2E voting systems to increase voter verification rates.
A highly focused application of a specific graph convolution technique to a high-value, data-rich domain with clear institutional buyers.
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 tool that matches academic papers about Southeast Asian languages with the best journals for them.
Backed by 2 papers
A high-precision B2G enforcement tool that leverages Point Sampling to identify specific high-emitter vehicles for mandatory inspection, solving a critical accuracy gap in current LEZ monitoring.
Backed by 3 papers
A decision card for patients on long-term ADHD meds to compare their symptom improvement against their heart health risks.
Backed by 3 papers
A forecasting service that predicts monthly retail sales trends without needing manual data setup.
Backed by 2 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 focused, high-utility audit tool for curriculum publishers that converts passive 'delivery' lesson plans into active 'constructive' learning experiences.
Backed by 4 papers
A diagnostic tool that helps companies pick the right type of AI architecture for their specific goal.
A high-utility, focused tool that transforms expensive model retraining into efficient prompt optimization for molecular design, leveraging a clear technical wedge.
A tablet app that helps breast cancer patients compare the benefits of a new drug versus standard chemotherapy.
A pragmatic, high-leverage screening integration that leverages the high attendance rate of well-woman visits to address a newly quantified global health disparity in metabolic syndrome.
Backed by 2 papers
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 system that alerts HR when employees stop sharing knowledge, which can be a sign of job insecurity.
Backed by 3 papers