Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A hyper-niche academic GIS tool resting on a single paper's methodology, serving institutions that typically self-build or grant-fund infrastructure rather than purchase SaaS products, making commercial viability extremely weak despite genuine intellectual merit.
A blood test for athletes that detects early signs of overtraining and inflammation.
Backed by 3 papers
A high-risk, high-reward clinical model for TRD that leverages strong efficacy data but faces severe regulatory headwinds and high operational overhead.
Backed by 12 papers
An exercise test for depression clinics to see if a patient's body is clearing out harmful chemicals.
Backed by 9 papers
A niche utility tool that leverages a specific mission's data, but lacks a clear commercial business model given that the target beneficiaries typically build these tools in-house.
A scorecard for parents that shows how an app uses social pressure and envy to keep kids hooked.
Backed by 3 papers
A focused evidence-tagging tool that transforms creative portfolios from craft-showcases into capability-profiles, directly addressing a specific industry gap identified in research.
Backed by 2 papers
A highly focused, niche research tool that operationalizes a specific theological framework into a practical workflow for clergy, though its market size is constrained to progressive religious institutions.
A promising UX enhancement for enterprise BI that leverages existing research to reduce dashboard friction, though it faces significant integration hurdles with legacy BI platforms.
Backed by 2 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 training add-on that prevents AI from forgetting old tasks as it learns new ones by limiting its memory capacity.
Backed by 4 papers
A low-moat pedagogical toolkit that attempts to solve a systemic psychological issue through teacher-led interventions without a clear technical or proprietary edge.
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 high-potential tool that smartly pivots from 'automated storytelling' to 'AI-assisted sensemaking,' targeting a high-value consulting wedge with a clear, evidence-backed interaction model.
Backed by 3 papers
A math-based benchmark to test if traffic and crowd simulators are predicting movement accurately.
A tool that analyzes company emails to see if employees are just pretending to follow company values.
Backed by 2 papers
A specialized clinical decision support tool for rare metabolic disorders that leverages knowledge graphs to map causal biological pathways to targeted therapies, though it risks over-engineering by blending legacy taxonomic theories with complex multi-agent LLM architectures.
Backed by 8 papers
A service that tests if regular people feel the intended emotion of a public artwork before it is built.
Backed by 4 papers
A highly focused, high-value consulting product that transforms academic sociological frameworks into a practical risk-mitigation tool for high-stakes political coalitions.
Backed by 2 papers
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