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, low-friction service that converts academic provenance research into actionable museum display updates, avoiding the political deadlock of restitution.
A high-potential reliability layer for LLM agents that shifts the burden of trust from stochastic model weights to a deterministic system interface.
A codifiable but narrowly differentiated configurator that translates a well-validated EU research architecture into SME guidance, held back by scattered beneficiaries, thin monetization logic, and modest novelty against existing assessment tools.
A highly focused, evidence-backed diagnostic protocol for a specific NPS, though it functions more as a laboratory method than a scalable venture-backed product.
Backed by 2 papers
A map showing where plants were originally found in 1753 to help biologists track invasive species.
Backed by 2 papers
A focused data extraction service for materials science that leverages anchor values for quality validation, filling a clear gap in the existing literature-mining pipeline.
Backed by 3 papers
A timely, high-utility regulatory compliance service that leverages specific wear-rate physics to help tire manufacturers navigate Euro 7 non-exhaust emission mandates.
Backed by 3 papers
A lab service that finds the best probiotic strain for a specific herd of animals to replace antibiotics.
Backed by 3 papers
A specialized authoring tool for high-stakes assessment publishers to transition from routine math testing to validated, process-oriented problem-solving metrics.
Backed by 6 papers
A visual mapping tool for therapists to chart a client's personal beliefs and track how they change over time.
Backed by 2 papers
A high-impact clinical tool that leverages 'virtual contrast' to enable glioma grading for patients with contraindications to gadolinium, though it requires significant prospective validation to move from image synthesis to diagnostic grading.
Backed by 6 papers
A tool that gives students a few anonymous examples of work slightly better than their own to set reachable goals.
Backed by 2 papers
Software that looks at brain scans to tell if a teen's symptoms are caused by ADHD or drug use.
Backed by 6 papers
A tool that maps the previous owners of digitized library books to help historians trace intellectual links.
A tool for space scientists that checks if a discovery stays true when using different data sets.
Backed by 5 papers
A platform for researchers to study how algorithms work while following strict privacy laws.
Backed by 4 papers
A short survey for schools to find girls who are losing interest in school before their grades drop.
Backed by 2 papers
A tool for geothermal energy developers to calculate the best sand-particle size for extracting heat.
Backed by 3 papers
A highly specialized but potent tool for the high-stakes niche of computational mathematics, turning multi-year compute costs into minute-scale verification tasks.
A technically credible concept grounded in one solid case study, but the market is narrow, the supply-side (convincing pilot plants to share live data) is the real unsolved problem, and the evidence base is too thin to de-risk commercial viability.