Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
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 plugin that compares different data grouping methods to help scientists pick the best one for their project.
Backed by 2 papers
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
A blood test that tells oncologists how much DNA damage a chemo dose caused so they can adjust the next dose.
A tool for historians to search old court records by the type of speech, like threats or promises.
Backed by 5 papers
A high-potential biochemical niche product targeting a specific failure point in cryopreservation, though it faces significant regulatory and biological hurdles regarding ATP depletion and embryonic toxicity.
Backed by 4 papers
A low-risk, high-utility digitizer of a specific clinical consensus that provides immediate value to DSOs seeking standardization, though it lacks a deep technical moat.
A high-utility B2B validation service that solves a critical trust gap in the ADHD digital health market by quantifying generalization and placebo effects.
A tool that takes one chart description and turns it into views for screens, phones, and VR headsets.
Backed by 3 papers
A high-value strategic advisory tool that transforms ESG from a reputational cost center into a measurable capital-stability lever for CFOs.
Backed by 2 papers
A timely B2B infrastructure play that solves the 'implementation gap' for psychedelic medicine by providing the operational and safety standards required for clinical adoption.
Backed by 16 papers
A focused, low-tech decision-support tool that translates academic organizational design into a practical intake process for mission-driven founders.
Backed by 3 papers
A highly focused, evidence-backed monitoring tool that transforms static archaeological maps into a dynamic security alert system for high-risk burial zones.
Backed by 3 papers
A blood test that looks for 10 markers to identify gastric cancer and decide who needs an endoscopy.
Backed by 3 papers
A library of design patterns that helps product teams decide how AI agents should work together in BI tools.
Backed by 3 papers
Software that gives engineers a single number to describe how complex the activity in their brain-chip is.
A tool for teachers to track specific skills like teamwork and inquiry in science projects.