Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A TV feature for senior living that plays a continuous stream of a resident's favorite content.
Backed by 2 papers
A high-utility MRV service that leverages standardized soil-structure protocols to enable results-based agricultural payments, filling a critical gap in carbon and regenerative farming markets.
Backed by 2 papers
A highly focused, evidence-backed software optimization for EV powertrain control that improves perceived drivability through scenario-specific throttle mapping.
Backed by 3 papers
A high-potential material science play that solves the specific mechanical and toxicity failures of direct-printed aligners using a validated filler-reinforcement strategy.
Backed by 5 papers
A focused, high-durability aligner product that leverages a specific material advantage to target a high-value patient niche.
A control panel for company admins to decide how much an AI assistant can do without a human's approval.
Backed by 3 papers
A high-incentive B2B play targeting disability insurers, though it faces significant regulatory hurdles and a lack of direct evidence linking clinical recovery to workforce reentry.
Backed by 7 papers
A mathematically rigorous planning tool that enables the parallelization of inspection tasks by proving that adaptive sequencing provides no benefit over a specific batch strategy.
A plugin for translators that suggests words based on the meaning and roles of the original text.
Backed by 2 papers
A service that translates non-English research papers into English for publication in academic journals.
Backed by 2 papers
A tool for online courses that detects when a student is stuck on a sentence and offers help.
Backed by 4 papers
A dashboard for banks to find which businesses actually lost money after a flood and need recovery funds.
Backed by 2 papers
A browser extension that lets researchers study web behavior without collecting personal data.
Backed by 4 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 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 highly focused, technically grounded solution to a specific material failure point in the growing 3D-printed aligner market.
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.