Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A niche, high-utility documentation tool that operationalizes a classical legal framework into a structured audit workflow for defense legal teams.
A tool for online stores to flag health claims that look like fake science based on their evidence.
Backed by 4 papers
A focused, low-overhead knowledge-translation service targeting a high-stakes niche with clear demand and a proven model from other professional fields.
Backed by 2 papers
A clinically grounded tool that shifts from categorical diagnosis to dimensional EF profiling, though it faces significant headwinds from established diagnostic billing codes and entrenched clinical workflows.
Backed by 2 papers
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 highly specialized metabolic engineering tool with strong scientific grounding but a narrow, service-heavy delivery model that may struggle to scale beyond a consultancy.
A niche ASR refinement tool targeting a specific phonetic reduction in Italian, which is too narrow to be a standalone product but lacks a clear path to a high-value B2B wedge.
A focused, high-utility seed line leveraging a drought-hardy 'forgotten' crop to provide a reliable forage fallback for semi-arid farmers.
Backed by 4 papers
A high-value B2B screening service that turns invasive species eradication into a low-cost pharmaceutical discovery pipeline with a strong focus on regulatory compliance.
Backed by 10 papers
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 structured dataset of ancient house plans and grave goods for researchers studying old urban areas.
A viable but low-moat tool that converts existing traffic data into emissions insights for municipal governments.
A headset app for field workers to analyze data using voice and gestures instead of a keyboard.
Backed by 2 papers
A high-value niche hardware play for HFT firms, though it relies on a confusing mix of legitimate networking research and a completely irrelevant physics paper.
Backed by 6 papers
A niche professional development tool that converts a specific academic research method into a product, though it faces significant headwinds regarding buyer urgency and scalability.
A generic application of educational psychology textbooks that lacks a proprietary technical edge and faces significant adoption hurdles in the K-12 market.
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 commercially viable but low-novelty application of established fiber laser physics targeting a mature industrial market dominated by incumbents.
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
A set of practice cases for student teachers to analyze the conflicting demands of their future jobs.
Backed by 3 papers