Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A hardware-heavy implementation of a previously identified software optimization idea, facing significant mechanical complexity and low novelty relative to existing catalog entries.
Backed by 3 papers
A high-utility R&D tool for tire manufacturers to empirically optimize compounds, though it faces significant signal-to-noise challenges in real-world environments.
Backed by 5 papers
A high-utility 'linter' for statistical visualization that leverages a specific R package to solve a concrete transparency problem in regulated reporting.
Backed by 3 papers
A field kit for designers to sketch data displays directly onto photos of the place where the screen will be installed.
Backed by 2 papers
A niche data play that transforms a specific academic projection into a B2B API, though it faces significant competition from established ESG data providers.
A highly focused diagnostic tool for a rare disease that translates a known metabolic cluster into a clinical monitoring product, though it faces a small total addressable market.
A technically straightforward but weakly differentiated design-asset product in a niche already served by Creative Market and Etsy Victorian bundles, backed by a single thin historical source with no market validation.
A service that connects universities with tour operators to create science-based trips.
A memory system for AI agents that protects core facts from being overwritten over long periods of time.
A high-potential provenance play that leverages deep-time archaeological evidence to transform a fragmented wild-harvest commodity into a premium, conservation-linked brand.
A tool for career coaches to match a client's current life crisis with the right professional moves.
A useful but over-scoped middleware concept that attempts to bridge too many disparate material types and data structures into a single tool.
Backed by 6 papers
A high-utility niche tool for urban planners that converts air quality data into actionable health-risk metrics for site selection, though it faces a challenging B2G sales cycle.
A high-utility decision-support tool for city planners that smartly combines ML predictions with high-grade mobile validation to overcome the known inaccuracies of bottom-up emission models.
Backed by 5 papers
A service that helps grant funders change their rules so community groups can apply for money.
Backed by 3 papers
A promising application of 'algorithm appreciation' that leverages psychological safety to disrupt the high-friction spiritual counseling market.
A tool for companies to decide which tasks to give to AI and which to keep for humans.
Backed by 3 papers
A library of diagrams that show how veteran statisticians visually imagine complex math methods.
Backed by 2 papers
A guide that helps newcomers start learning queer theory based on the subject they already know.
Backed by 2 papers
A methodology-as-a-service play that converts a specific academic project's workflow into a B2B tool for linguistic consortia, though it faces stiff competition from established corpus tools.