Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A niche tool with a strong theoretical foundation but limited commercial scalability due to the dominance of English in global academia and the availability of general LLMs.
A highly focused, low-risk utility tool that solves a genuine pain point for rare-disease patients by structuring longitudinal data for clinicians without overstepping into diagnosis.
Backed by 3 papers
A specialized fermentation process to enhance the antioxidant profile of wheatgrass juice, though it lacks a clear commercial wedge beyond a generic 'better' ingredient.
Backed by 3 papers
A TV recommendation system that keeps viewing history on the device instead of sending it to a server.
Backed by 3 papers
A voice-controlled TV guide that ranks shows by preference for people who are blind.
Backed by 2 papers
A tool that creates many different versions of emotional speech to help train voice-recognition software.
Backed by 3 papers
A highly focused procurement tool that replaces subjective feature checklists with a formal meta-model mapping to reduce the risk of paradigm mismatch in enterprise workflow selection.
Backed by 2 papers
A high-utility, focused tool that solves the 'evaporating decision' problem in BI reviews by binding voice insights to specific dashboard states, though it faces significant integration hurdles with closed BI platforms.
Backed by 2 papers
A timely compliance-driven service that leverages a clear regulatory gap, though it faces high capital expenditure for laboratory setup.
A high-precision enforcement tool for LEZs that leverages point sampling and plume regression to identify 'super-emitter' vehicles with legal-grade accuracy.
Backed by 5 papers
A classroom tool where students guess global inequality facts to see how far off their perceptions are from reality.
Backed by 2 papers
A tool that finds and fixes mistakes in the AI prompts used by customer support teams.
Backed by 2 papers
A server agent that automatically detects and blocks network flood attacks for small IT teams.
A well-defined, safe educational kit that transforms a historical experiment into a quantitative stoichiometry lab with a clear path to market via established science suppliers.
A mouse mode that lets low-vision analysts feel the shape of a line chart through physical resistance.
A clinically-integrated screening tool for pediatric body image risks that replaces universal BMI thresholds with culturally and gender-calibrated risk norms.
Backed by 7 papers
A tool for engineers that calculates how much a complex process map can be simplified.
Backed by 7 papers
A pragmatic B2B play that monetizes the 'how-to' of psychedelic therapy, cleverly bypassing drug distribution risks while targeting a high-demand clinical gap.
Backed by 8 papers
A search tool that finds Latin American studies articles across four different languages at once.
Backed by 3 papers
A focused educational tool that shifts the pedagogical goal from computation to problem-formulation using interactive video, addressing a genuine gap in current digital curricula.
Backed by 2 papers