Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A highly focused, low-overhead B2B content product that leverages a specific scholarly synthesis to help museums monetize existing storage holdings through a fresh narrative.
Backed by 2 papers
A niche, high-utility documentation tool that operationalizes a classical legal framework into a structured audit workflow for defense legal teams.
A clever application of architectural theory to corporate real estate, but it attempts to productize a qualitative design philosophy into a quantitative tool without a supporting data model.
A focused hardware play targeting a critical bottleneck in UAM power density, though it relies on a generic review paper rather than a specific technical breakthrough.
A well-structured, turnkey curriculum kit that translates established EI theory into a practical classroom product, though it lacks significant novelty compared to existing catalog ideas.
A promising UX enhancement for enterprise BI that leverages existing research to reduce dashboard friction, though it faces significant integration hurdles with legacy BI platforms.
Backed by 2 papers
A teacher-led observation tool that leverages Multiple Intelligences theory to personalize early childhood language learning, though it risks being a digital version of a manual checklist.
Backed by 3 papers
A training add-on that prevents AI from forgetting old tasks as it learns new ones by limiting its memory capacity.
Backed by 4 papers
An app that lets garden visitors identify plants using the 18th-century method of counting stamens.
A well-reasoned, neurodiversity-aware screening tool that pivots from diagnostic labeling to functional profiling, though it faces significant hurdles in clinical validation and reimbursement.
Backed by 7 papers
A focused, biologically grounded diagnostic tool that leverages a specific cytokine response to provide a concrete 'adaptation' metric for athletes.
Backed by 7 papers
A highly specific infrastructure play that leverages a narrow efficiency window to decarbonize a critical industrial corridor, though it functions more as a consultancy project than a scalable product.
A service that checks if the emotion felt by an ad creator is the same emotion felt by the audience.
Backed by 4 papers
A digital tool that helps insecure workers map out what work means to them to plan better career moves.
A viable but low-moat tool that converts existing traffic data into emissions insights for municipal governments.
A focused, high-utility geospatial tool that converts complex pollution modeling into a specific urban planning wedge for pediatric health.
A headset app for field workers to analyze data using voice and gestures instead of a keyboard.
Backed by 2 papers
A highly speculative diagnostic tool based on a single theoretical paper that attempts to map quantum entanglement to a specific geometric topology, lacking empirical validation.
The idea is a redundant iteration of existing clinic models for psilocybin-assisted therapy, offering no distinct technical or operational innovation over previously cataloged ideas.
Backed by 12 papers
A niche educational tool that converts complex heritage disputes into structured pedagogy, though it risks being a thin wrapper around a single textbook's framework.
Backed by 2 papers