Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A service that creates evolutionary timelines for genome researchers using fossil data.
Backed by 3 papers
A high-utility developer tool that productizes a specific compiler bypass to enable pulse-level Hamiltonian engineering on cloud quantum hardware.
A guide to help parents and doctors choose the first ADHD medication for a preschooler.
Backed by 2 papers
A subscription that turns complex translation studies into simple one-page guides for working professionals.
Backed by 6 papers
A focused, high-utility tool that transforms a theoretical security rubric into a practical B2B certification standard for the emerging MCP ecosystem.
Backed by 2 papers
A detailed dataset of rat airway measurements for companies building software to model inhaled drugs.
A report for doctors to see if a patient's tumor is likely to resist immunotherapy before starting treatment.
Backed by 4 papers
A math module that helps researchers prove their study results aren't just a coincidence of trends.
Backed by 2 papers
A highly focused, technically grounded tool that solves the 'imbalanced data' problem in clinical NLP using a specific, research-backed parameter-efficient tuning method.
Backed by 3 papers
An audit service that grades AI assistants on how often they blindly agree with the user.
A tool for developers that finds hidden settings in AI code that don't match the official config file.
A blood test that tells doctors if a patient's inflammation will respond well to steroid medication.
Backed by 2 papers
A focused, clinically grounded PRO-tracking tool for orthognathic clinics with a clear use case but a narrow market and easily replicable functionality.
A dashboard plugin that automatically fades or removes old data so live screens don't get cluttered.
A credible niche tooling idea for EV eco-driving HMI validation, but built on a single research group's framework with an unproven licensing market and incumbents who could replicate it.
Backed by 2 papers
A tool that records a practice speech and shows which key points were mentioned and which were forgotten.
Backed by 2 papers
A tool for engine designers that shows exactly where energy is being lost in a turbine.
Backed by 2 papers
A sharply scoped engineering-translation tool targeting a real cross-domain gap in eVTOL propulsion design, but the addressable market is tiny, the underlying model comes from a single review paper of uncertain depth, and large incumbents already offer overlapping simulation toolchains.
A service that tracks exactly which AI agent created a chart and what data it used for compliance audits.
Backed by 3 papers
A checker that automatically flags charts that break a company's official design and style guide.
Backed by 4 papers