Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-value B2B intelligence tool that transforms regulatory screening methods into a competitive benchmarking product for OEMs and fleet buyers, though it faces significant data-collection hurdles.
Backed by 7 papers
A certification service that tests if cell-prediction software actually works across different cell types.
A timely take on enterprise agent governance, but it inherits an unproven single-paper theory and bundles too many heavyweight certification concepts into one over-scoped product.
A highly specific, evidence-backed diagnostic tool for a neglected aquaculture niche with a clear operational wedge in Southeast Nigeria.
Backed by 6 papers
A test for sports supplements to see if they stop the immune system drop caused by extreme exercise.
Backed by 2 papers
A highly feasible, evidence-backed protocol for reducing muscle damage via the repeated-bout effect, though it faces significant challenges in monetization as a standalone 'product' versus a standard clinical practice.
Backed by 3 papers
A highly focused benchmarking tool for quantum hardware R&D that replaces inaccurate exponential decay models with a sigmoidal threshold for measuring topological protection collapse.
Backed by 2 papers
A high-utility wearable that replaces invasive lactate testing with a non-invasive NIRS-based threshold proxy, backed by strong physiological correlation data.
Backed by 3 papers
A tool that helps researchers rewrite papers about one language so they appeal to a wider global audience.
Backed by 3 papers
A tool that records a practice speech and shows which key points were mentioned and which were forgotten.
Backed by 2 papers
A highly focused, low-complexity data utility that solves a specific annual pain point for actuarial teams by productizing public health data.
A high-utility, specialized tool for fisheries management that leverages proven geometric morphometrics to provide a low-cost alternative to genetic stock identification.
Backed by 11 papers
A short trial for companies to see exactly which tasks AI improves and which it ruins.
Backed by 2 papers
An online test where calculus students draw graphs to prove they understand how rates of change work.
Backed by 2 papers
A high-utility clinical workflow tool that leverages strong meta-analytic evidence to capture a significant, underserved comorbid population in high-yield settings.
Backed by 3 papers
A service that tracks exactly which AI agent created a chart and what data it used for compliance audits.
Backed by 3 papers
A high-utility clinical tool that transforms qualitative AAC interaction data into a quantitative 'uptake report' to drive targeted partner training.
Backed by 4 papers
A high-evidence, focused diagnostic tool that transforms fragmented lab-based VR-CPT research into a standardized clinical product for pediatric ADHD assessment.
Backed by 3 papers
A testing tool that checks if Wi-Fi routers are giving all connected devices a fair share of the signal.
A survey service that ranks city landfills by how likely they are to leak waste into the groundwater.