Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A focused B2B assessment tool for study-abroad providers that converts academic communication constructs into a commercial reporting dashboard for accreditation.
Software for health records that manages the transition from the name PCOS to the new name PMOS.
A blood test that tells oncologists how much DNA damage a chemo dose caused so they can adjust the next dose.
A highly focused infrastructure planning tool that converts epidemiological projections into concrete hardware and staffing requirements for global health ministries.
Backed by 6 papers
A legal tool that flags when a 'free' app asks for more personal data than it actually needs to work.
Backed by 2 papers
A mechanistically interesting idea grounded in a single solid paper, but commercially thin due to an extremely rare target genotype, technically demanding 'partial inhibitor' requirement, and an over-scoped, multi-modal pitch that lacks a crisp go-to-market wedge.
A focused, high-utility editorial tool that transforms a psychological principle of child cognition into a concrete QA workflow for high-value publishing houses.
Backed by 4 papers
A niche compliance tool with a strong regional hook, though its viability depends on whether the Chinese government formally adopts 'Material Efficiency' as a regulatory metric.
A live dashboard that shows how much of the global carbon budget is left before the world hits specific warming limits.
A coaching service where science teachers watch and analyze videos of their own lessons.
Backed by 2 papers
A highly focused, commercially viable B2B tool that transforms existing satellite data into a high-value decision-support tool for aquaculture site selection.
Backed by 2 papers
A highly focused, feasible utility that bridges a specific theoretical benchmark to experimental reality, though it faces a small total addressable market of specialized physicists.
Backed by 2 papers
A blood test that looks for 10 markers to identify gastric cancer and decide who needs an endoscopy.
Backed by 3 papers
A targeted feature for e-textbook platforms that uses a validated inventory to personalize reading prompts, though it is a derivative application of an existing screener idea.
A high-potential material play that leverages specific mechanical advantages of 3D-printed resins to improve orthodontic biological movement, though it faces a steep regulatory and adoption curve.
Backed by 2 papers
A highly focused clinical wedge targeting a specific, evidence-backed diagnostic gap in the 65+ population with a low-friction implementation path.
Backed by 3 papers
An MRI analysis tool that checks for specific brain structure patterns common in adults with ADHD.
Backed by 3 papers
A tool for historians to search old court records by the type of speech, like threats or promises.
Backed by 5 papers
A credible scenario-modeling tool with a validated methodology and named buyers, but it competes in a crowded space against the very institutions it targets and faces unclear willingness to pay.
A library of design patterns that helps product teams decide how AI agents should work together in BI tools.
Backed by 3 papers