Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A philosophically rich but commercially precarious tool that attempts to operationalize political theory into a moderation API, lacking a clear path to monetization and a defined user base.
Backed by 5 papers
A highly focused tool for automating the verification of research claims, though its commercial viability is limited by the niche nature of the 'reproducibility crisis' market.
A niche HR training tool that translates a small-scale academic study into a corporate compliance product, though it faces significant headwinds regarding buyer urgency and scalability.
A biopsy test that checks if a patient's muscle cells can still grow and heal after an injury.
Backed by 3 papers
A highly speculative diagnostic tool based on a single theoretical paper that attempts to map quantum entanglement to a specific geometric topology, lacking empirical validation.
A subscription service tracking if the basic laws of physics have changed over the history of the universe.
Backed by 2 papers
A high-end diagnostic service for executive health that synthesizes multi-modal biomarkers to quantify allostatic load and biological aging.
Backed by 5 papers
An alert service that warns factory workers months before their employer is likely to move the plant to another place.
Backed by 5 papers
Editions of Irish classics that explain where the English text is actually using Irish patterns of speech.
A targeted software optimization to solve the 'over-cautious' AV problem, though it faces high integration hurdles with existing safety-critical stacks.
A niche B2B tool for labor organizations that transforms sociological theory into a practical decision-tree for insecure workers, though it risks being a 'workbook in an app' with limited scalability.
Backed by 2 papers
A generic application of well-known Transformer architecture to a legal niche, lacking a proprietary technical edge and suffering from contradictory target customer definitions.
Backed by 3 papers
A specialized data service for urban planners to track non-exhaust emissions, leveraging a strong research-backed chemical tracer (Cu) to address a specific regulatory gap.
A niche academic tool that lacks a clear commercial driver, as conservation priorities are typically driven by current threats rather than deep-time geological history.
A low-moat service business that attempts to productize a standard editorial process already performed by the target customers.
A promising specialized accessibility tool that translates clinical EF profiles into UI adaptations, though it faces significant hurdles in user onboarding and integration.
A mathematically rigorous simulation tool for high-performance porous materials that trades granular pore-modeling for efficient continuum-level Darcy systems.
A niche professional development play that converts a specific research gap into a certification, though it lacks a strong commercial moat and relies on a single study.
A niche psychological optimization for content creators that converts mandatory disclosures into authenticity-boosting signals, though it faces significant platform integration hurdles.
A theoretically grounded but evidence-thin pre-clinical mental health app with a genuinely novel framing that is undermined by a crowded market, an over-stacked intervention bundle, and a scattered GTM implied by naming employers, WHO, and FEMA as simultaneous buyers.