Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A low-complexity software add-on that leverages a weak correlation to justify a clinical workflow change, but lacks strong evidence and a compelling commercial driver.
A survey that finds out why employees hide information from their coworkers.
Backed by 2 papers
A high-utility data extraction play that turns unstructured academic prose into a structured API for global health modelers, though it faces significant technical hurdles in NLP precision for medical data.
Backed by 3 papers
A low-risk, service-oriented business that productizes a known publishing workflow, though it faces significant competition from established academic publishers who already offer these turnkey services.
A highly specialized utility library that converts a mathematical classification into an engineering tool, though its commercial market is likely too narrow for a standalone venture.
A high-leverage placement tool that transforms a specific research finding—that school choice disproportionately impacts high-inattention children—into a professional decision-support service.
Backed by 5 papers
A niche GIS tool that operationalizes academic settlement morphology research for development banks, though it relies on a very thin evidence base from a generic journal description.
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 browser extension that counts how much time and effort users spend clicking through privacy banners.
Backed by 2 papers
A TV recommendation system that keeps viewing history on the device instead of sending it to a server.
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 timely compliance-driven service that leverages a clear regulatory gap, though it faces high capital expenditure for laboratory setup.
A high-potential data product that transforms academic longitudinal data into commercial demand signals, though it faces significant legal risk regarding the commercialization of Peking University's data.
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 low-complexity chemical additive play that leverages known alkaline softening effects to reduce industrial energy costs for specific African legumes.
Backed by 4 papers
A timely compliance tool for Euro 7 regulations, though it conflates low-cost real-time monitoring with prohibitively expensive lab-grade spectroscopy.
Backed by 6 papers
An app that helps parents swap out reward charts that don't work for methods that build a child's own drive.
Backed by 3 papers
A search tool that finds Latin American studies articles across four different languages at once.
Backed by 3 papers
A voice app that helps gig workers turn their varied work history into clear stories for job interviews.
Backed by 3 papers
A service that converts complex data visualization software into web apps that open in a browser.
Backed by 3 papers