Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A service that creates 3D digital maps of industrial sites even when there is thick dust, steam, or fog.
A tool for stats software that emphasizes the size of an effect rather than just the p-value.
Backed by 4 papers
A high-utility trust-and-safety tool that leverages efficient spectral graph convolutions to shift moderation from individual account scoring to coordinated community detection.
A tool for memory clinics that finds which learning methods still work for a patient with amnesia.
Backed by 2 papers
A high-performance photonic chiplet targeting AI fabrics with a strong technical foundation in mode-division multiplexing, though it faces significant adoption hurdles due to the lack of standardized MDM fiber.
Backed by 6 papers
A service that creates fake genetic data with known answers to test if biology software is accurate.
A simulation service that tests small quantum circuits for errors before they are run on real hardware.
Backed by 2 papers
A high-utility compliance and procurement tool that leverages a consolidated mechanistic framework to quantify infrastructure impact, though it faces a steep climb in establishing a market-standard 'score' that regulators actually recognize.
Backed by 4 papers
An app that lets guests ask private questions about a shared data chart without interrupting the presenter.
Backed by 3 papers
A blood or skin test to help doctors choose the right biologic medicine for psoriasis patients.
A tablet check-in for mothers in hospital wards to identify who needs the most emotional or social support.
A pragmatic, high-utility tool that replaces subjective recovery markers with objective force data, though it faces stiff competition from established hardware incumbents.
Backed by 3 papers
A high-value, specialized intelligence tool that solves a genuine pain point for multinationals in Greater China by moving beyond keyword counts to discourse analysis.
Backed by 2 papers
A focused visualization tool that solves a documented gap in topic modeling by adding a temporal dimension to narrative tracking.
A highly focused, low-overhead B2B utility that converts historical music theory into a deterministic steering layer for modern generative music tools.
Backed by 5 papers
A review service that checks if math textbooks have enough thought-provoking problems instead of just repetitive ones.
Backed by 2 papers
A service that finds new grammar patterns in language for people who publish dictionaries.
Backed by 3 papers
A highly focused, low-friction tool that converts academic insights on child-adult dialogue into actionable daily prompts for caregivers.
Backed by 3 papers
An app that guides children through a 20-minute workout to boost their focus right before they start homework.
Backed by 2 papers
A highly focused, practical tool that converts ecological theory into a cost-saving operational efficiency for environmental consultants.