Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A software package that creates standard diagnostic plots for statisticians with a single command.
Backed by 2 papers
A lab kit that helps developers produce specific protein-filled vesicles for medical therapies.
Backed by 3 papers
A tool for clinicians that flags when a patient starts using drug-related street language in their reflections.
Backed by 2 papers
A narrow, technically sound utility that solves a specific security gap in AI agent governance, though it functions more as a feature of a larger system than a standalone company.
Backed by 3 papers
A clinic tool that matches children with ADHD to the best non-drug treatment based on their brain profile.
Backed by 16 papers
A high-utility API that transforms static fuel economy ratings into personalized cost estimates for car marketplaces, backed by a strong convergence of simulation and ML research.
Backed by 10 papers
A log for student counselors and supervisors to track problems and fixes during their clinical training.
An analysis service that uses protein shapes to map how divergent viruses are related.
An app that turns a few photos of a product into a high-quality 3D model for online stores.
A highly focused, actuarially-grounded data product that converts epidemiological projections into a high-value pricing wedge for a specific, high-budget insurance niche.
A high-precision CAD tool that optimizes 3D-printed aligner geometry to counteract material degradation and maintain constant therapeutic force.
Backed by 4 papers
A blood test that tells doctors if a patient's inflammation will respond well to steroid medication.
Backed by 2 papers
A highly focused, evidence-backed screening tool that transforms academic peer-status research into a practical caseload management tool for school counselors.
Backed by 3 papers
A system that reads chemistry journals and turns complex chemical properties into a searchable database.
Backed by 4 papers
A monitoring tool that predicts the normal range for a new data stream so it can spot errors immediately.
Backed by 2 papers
An online test where calculus students draw graphs to prove they understand how rates of change work.
Backed by 2 papers
A focused API that productizes an open-source physics model to automate regulatory carbon-reduction reporting for automotive OEMs.
Backed by 4 papers
A guide for doctors to help them explain survival odds to parents of extremely premature babies.
A guided meeting format where youth welfare staff support each other to handle heavy workloads.
A planting plan for Brazilian farmers to fix damaged soil using specific grasses and legumes.