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 product that evolves a general mycorrhizal blanket into a specialized remediation tool for contaminated infrastructure, though it faces significant novelty challenges due to a very similar existing idea.
Backed by 3 papers
A high-conviction, specialized tool that transforms a proven academic certification pattern into a commercial compliance product for high-stakes energy infrastructure.
Backed by 3 papers
A highly focused, technically grounded tool that solves a specific, high-value pain point for global brands by quantifying a known psychophysical illusion in print production.
A tool that writes accurate product descriptions for rare items using a store's own technical data.
Backed by 2 papers
A module that splits large data grids into balanced parts so parallel computer jobs don't get slowed down by one heavy task.
Software that verifies if ADHD brain scans are high enough quality to be used in large research studies.
A tool for ADHD clinics that prioritizes the most likely cases on waiting lists so they can be seen by a doctor sooner.
Backed by 4 papers
A map for experimenters that shows which users are in multiple tests at once to prevent skewed results.
A kit for drug trials that groups participants by how their eyes respond to light to find the best matches for new medicines.
A quality-control test to ensure lab-made proteins trigger the right immune receptors.
Backed by 2 papers
A tool that sets a personal blood sugar goal for each patient and warns doctors of over-treatment.
Backed by 2 papers
A highly specialized V&V tool that leverages a new mathematical invariant to detect silent failures in nonlinear PDE solvers, offering a sharp wedge for high-end CAE vendors.
A high-value, specialized data-engineering play that solves the primary bottleneck of GraphRAG (indexing) for a high-budget vertical with proven extraction accuracy.
Backed by 3 papers
A tool for safety chatbots that lets them lower the crisis alert level as a user becomes calmer.
Backed by 2 papers
A pragmatic, low-complexity tool that solves a real governance pain point for OSS maintainers, though it lacks a deep technical moat.
A reporting tool for pharma teams that tracks each patient's raw health data across multiple clinic visits.
Backed by 2 papers
A toolkit to prioritize weight-loss drugs for the sickest patients first when supply is limited.
Backed by 2 papers
A plugin that warns workers when they are using AI for tasks where it is known to make mistakes.
Backed by 2 papers
An online certification course to ensure mosquito technicians can correctly identify species.
A tool that writes the code for scientific machine learning models to ensure they follow laws of symmetry.