Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A research service that helps nutrition brands prove their products work using exercise and gut studies.
Backed by 3 papers
A high-utility engineering tool that solves a specific, costly pain point in industrial 3D printing by bridging the gap between toolpath geometry and mechanical performance.
Backed by 2 papers
A tool that tracks where an analyst looks to automatically focus computer power on that specific data.
Backed by 2 papers
A redundant proposal that mirrors existing catalog ideas, offering a cell-free fungicide based on a single study's agar plate results.
A shared registry where hospitals pool data to see which health AI tools work best in different settings.
Backed by 3 papers
A niche compliance tool that pivots from the impossible goal of full XAI to a 'disclosure of limits' framework, well-aligned with the EU AI Act's focus on documentation over technical transparency.
Backed by 4 papers
A tool that turns user gestures into priority signals so huge datasets can be explored in real-time.
Backed by 2 papers
A low-complexity clinical checklist that provides immediate utility for psychiatrists transitioning to psychedelic-assisted therapy, though it lacks a strong technical moat.
Backed by 11 papers
A highly focused, technically grounded tool that solves a specific, high-value pain point for off-road autonomous vehicle hardware engineers.
Backed by 2 papers
A scientifically plausible but thinly evidenced niche oral microbiome test with a clean product concept, whose commercial viability is constrained by a high clinical-validation burden and a consumer-education gap between bacterial abundance and actionable cardiovascular benefit.
An MRI analysis tool that checks for specific brain structure patterns common in adults with ADHD.
Backed by 3 papers
A highly focused chemical additive with strong LCA-backed evidence that offers a clear value proposition for tire OEMs to reduce rolling resistance and environmental footprint.
An app that translates street slang for drugs to help emergency staff and social workers communicate.
A high-potential data product that transforms academic longitudinal data into commercial demand signals, though it faces significant legal risk regarding the commercialization of Peking University's data.
Backed by 2 papers
A niche scientific utility that streamlines a specific cosmological parameter estimation workflow, though it lacks a broad commercial market beyond academic research.
Backed by 10 papers
A viable but low-urgency benchmarking tool that leverages a specific research methodology to provide comparative urban emission data for policy consultants.
An app that helps parents swap out reward charts that don't work for methods that build a child's own drive.
Backed by 3 papers
A methodologically plausible linguistics tool targeting a tiny, grant-dependent academic niche with no clear revenue model and real feasibility hurdles in recruiting genuine bilectal speakers at scale.
A digital workbench that helps linguists turn field recordings into organized data for journals.
Backed by 3 papers
A highly focused, evidence-backed biological seed treatment with a clear commercial wedge in the forestry sector.