Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A highly focused, actuarially-grounded data product that converts epidemiological projections into a high-value pricing wedge for a specific, high-budget insurance niche.
A scorecard that rates software consultants to help companies write better contracts and spot failures early.
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 tool that checks the reliability of each branch in an evolutionary tree to see which are trustworthy.
Backed by 2 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 testing and dosing service to ensure every member of a sports team or military unit has enough vitamin D for winter.
Backed by 4 papers
A monitoring tool that predicts the normal range for a new data stream so it can spot errors immediately.
Backed by 2 papers
A short trial for companies to see exactly which tasks AI improves and which it ruins.
Backed by 2 papers
A detailed dataset of rat airway measurements for companies building software to model inhaled drugs.
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 API that transforms static fuel economy ratings into personalized cost estimates for car marketplaces, backed by a strong convergence of simulation and ML research.
Backed by 10 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 focused B2B decision-support tool that streamlines H2 station planning by treating regulatory setbacks as hard gates and integrating fuel-quality requirements into initial component selection.
Backed by 4 papers
A digital check-in for young adults to track if ADHD symptoms return after they seemed to go away.
Backed by 4 papers
A certification service that tests if cell-prediction software actually works across different cell types.
A high-utility clinical decision support tool that digitizes expert consensus to reduce costly orthodontic refinements, though it faces significant technical hurdles in automated landmark detection.
Backed by 4 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 focused, high-utility decision tool for a specific industrial pain point, strongly supported by converging techno-economic research.
Backed by 3 papers