Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A mathematically sophisticated risk tool that targets a high-value niche, though it relies on a very general research overview rather than a specific, proven financial model.
A high-potential XR collaboration tool that pivots from a generic 'war room' to a specific technical solution for ad-hoc session merging in immersive analytics.
Backed by 8 papers
A calculator for fusion plant operators to find the best mix of helium fuel to get the most power.
Backed by 2 papers
A promising hardware play that replaces energy-intensive heating with UV-activation for NO2 sensing, though it faces stiff competition from established electrochemical sensors.
A high-utility knowledge management tool that transforms fragmented labor history into a structured strategic asset for organizers, though it faces a challenging B2B monetization path.
Backed by 3 papers
A niche clinical decision-support tool that attempts to map genetic biomarkers to diseases via a causal taxonomy, though it lacks a clear technical moat and relies on a very dated conceptual framework.
Backed by 4 papers
A niche UI/UX feature for health apps that addresses a real psychological pain point, but lacks a strong standalone commercial moat or a high-value B2B incentive.
A technically ambitious rare-disease neuroprotection concept that stacks four distinct unproven engineering challenges on top of one another, supported by a single review paper that mentions exosomes only in passing among many 'emerging strategies,' making it hard to back at this stage despite genuine clinical need.
A high-utility utility tool addressing a documented systemic pain point, though it faces significant data-access hurdles from pharmacies.
Backed by 3 papers
A high-acuity clinical service for treatment-resistant PTSD that leverages a proven pharmaceutical protocol, though it faces significant regulatory hurdles and high operational overhead.
Backed by 11 papers
A high-potential application of RL-driven reasoning for STEM, though currently framed more as a general capability than a specific product.
Backed by 2 papers
A high-potential pharmacological approach to non-hallucinogenic plasticity, though it suffers from low novelty due to near-identical existing ideas in the catalog.
Backed by 5 papers
A workshop canvas that helps teams design data overlays based on the user's environment and activity.
A collection of historical animal experiment images and films with guides on how to show them.
A generic GIS-based decision tool that lacks a proprietary edge and relies on a broad policy summary rather than a specific technical breakthrough.
A timely but generic risk-modeling tool that lacks a proprietary data edge and faces heavy competition from established ESG and actuarial software.
A tool for doctors that compares a girl's brain scans to other girls to help diagnose ADHD more accurately.
A niche application of a well-known academic model that lacks a strong commercial driver given the low complexity of most vending logic.
A badge for online shops that proves a product was made by a human expressing a real life experience.
Backed by 5 papers
A generic software wrapper for textbook quantum mechanics that lacks a specific technical breakthrough or unique value proposition over existing NMR simulation software.