Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A tool for language learners that predicts mistakes based on the other languages they already speak.
Law school exercises where students solve one sports dispute using several different types of law.
A technically sound, focused improvement on PHEV energy management that realistically balances route-free ML prediction with optional navigation data.
Backed by 6 papers
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 test set of real, unscripted emotional videos used to check if emotion-detection software actually works in real life.
Backed by 2 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
ClearBet addresses a real clinical gap with a sensible CBT-based approach, but it leans on a single 1992 source with no independent corroboration, enters a field with existing specialized apps, and its feature list dilutes what could be a sharp wedge.
A blood test that looks for 10 markers to identify gastric cancer and decide who needs an endoscopy.
Backed by 3 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 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
A timely hardware play targeting Euro 7 compliance, though it faces significant engineering hurdles regarding vehicle aerodynamics and energy efficiency.
Backed by 5 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.
A focused optimization tool for EV charging throughput that leverages specific behavioral forecasting to reduce queue times.
A complete course kit that lets any law school start teaching sports law without a specialist.