Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
An MRI tool that measures how a child's brain handles impulse control to identify ADHD risk.
Backed by 2 papers
A high-value diagnostic tool that leverages multimodal contradictions to pinpoint specific conceptual gaps, though it faces significant technical hurdles in reliable visual-to-symbolic parsing.
Backed by 4 papers
A practical tool to reduce EV range anxiety in the used market, though its value is limited by the availability of existing real-world telemetry data.
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
A pragmatic, hardware-software bundle that leverages QLoRA to enable high-security industries to perform local model adaptation without expensive infrastructure.
A timely compliance tool for high-stakes healthcare AI that correctly identifies the 'knowledge-practice gap,' though it risks becoming a services-heavy consultancy rather than a scalable software product.
Backed by 4 papers
A niche diagnostic tool with a strong psycholinguistic basis, but limited by a small evidence base and a challenging B2B sales cycle within the rigid Italian public education system.
An alert system that warns grain buyers when countries ban or tax grain exports.
Backed by 2 papers
A focused workflow tool for graduate students that operationalizes a specific scientific writing methodology, avoiding the 'generic AI writer' trap by focusing on process scaffolding and federated search.
Backed by 2 papers
A highly focused companion diagnostic with strong biological grounding, though it lacks novelty relative to existing catalog entries.
Backed by 2 papers
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 highly focused, evidence-backed intervention that turns a critical gap in shelter services into a deliverable product for non-clinical staff.
Backed by 2 papers
A high-utility due-diligence tool that transforms a research survey into a commercial risk-assessment gate for multilingual AI deployment.
Backed by 2 papers
A pragmatic, circular-economy approach to invasive species management that converts an ecological liability into a revenue-generating fuel source.
A map for product teams to see which parts of a data analysis workflow are helped by AI and which are not.
Backed by 3 papers
A viable, high-resolution urban planning tool with strong research backing, though it faces significant hurdles in municipal procurement cycles and data acquisition.
Backed by 2 papers
A firmware update for Wi-Fi routers that speeds up the whole network by managing airtime more fairly.
A clever, high-specificity product that turns a research finding into a 'pre-packaged' carbon credit asset, though it relies heavily on the assumption that carbon programs will accept proxy data over direct measurement.
A technically sound optimization tool for EV charging that leverages a specific, high-performance statistical model (MSDR) to solve a real-world grid stability and decarbonization problem.
Backed by 3 papers
A learning tool that helps economics students solve demand problems using simple algebra instead of complex calculus.