Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A focused, low-complexity assessment tool that leverages established social psychology to provide high-value accreditation data for a growing academic market.
Backed by 2 papers
A design tool that ensures a specific circular pattern appears in randomly placed floor tiles.
A high-value clinical service that leverages validated 3D-printing accuracy to solve the primary pain point of lingual orthodontics: the labor-intensive manual placement and adjustment process.
Backed by 5 papers
A high-precision energy auditing tool that transforms CAN bus data into actionable 'energy leak' reports for mixed fleets, leveraging strong regulatory tailwinds from EU Fit-for-55.
Backed by 9 papers
A high-evidence, specialized audit tool that transforms a novel research finding into a concrete KPI for education authorities to identify and replicate high-performing ADHD support environments.
Backed by 2 papers
A test for team medics to find athletes at high risk for stress fractures after a hard race.
Backed by 2 papers
A mathematically sophisticated predictive maintenance tool that targets a high-value niche in structural fatigue, though it risks being over-engineered compared to modern ML approaches.
Backed by 3 papers
A service that translates non-English research papers into English for publication in academic journals.
Backed by 2 papers
A narrowly focused compliance-tracing tool for a real but very small customer base, built on thin single-paper evidence and offering modest novelty over existing requirements-management software adapted for aviation.
An audit that tells learning app developers which adaptive features actually improve student results.
A highly specialized engineering tool that leverages a new mathematical inequality to provide guaranteed flow-capacity floors for non-Newtonian fluids, offering a significant speed-up for reservoir design screening.
Backed by 2 papers
An image tool that finds the same person painted multiple times across different pages of a digital manuscript.
A focused, high-value operational tool for Italian contact centers that pivots from generic emotion AI to a specific 'escalation trigger' workflow, though it faces significant hurdles in spontaneous speech accuracy.
Backed by 15 papers
A reasonable but narrow editorial-automation tool whose 'research' base is merely one journal's about-page, in a space already crowded by existing manuscript-screening AI vendors.
A highly focused diagnostic tool for elite sports medicine that solves a specific, high-cost clinical ambiguity using a combination of existing PCR and cell-counting techniques.
Backed by 2 papers
A high-utility compliance service that leverages biological accumulation to provide a more accurate measure of environmental impact than chemical water testing.
A tool that tests four different ways of training groups of AI agents to see which one works best for a specific task.
Backed by 2 papers
A tool that helps people demand refunds from apps that collected more data than they promised.
Backed by 2 papers
A high-utility enforcement tool with strong evidence, though it faces significant operational hurdles regarding the physical interception of vehicles.
Backed by 2 papers
A high-utility geotechnical simulation tool that translates multi-scale soil physics into risk-quantified engineering designs, targeting a clear gap in stochastic soil modeling.
Backed by 5 papers