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 precision medicine tool with strong scientific backing that solves a specific clinical pain point (trial-and-error dosing) for a niche but high-value patient population.
Backed by 6 papers
A highly focused, low-friction tool that converts academic insights on child-adult dialogue into actionable daily prompts for caregivers.
Backed by 3 papers
A highly focused diagnostic tool that converts a statistical correction method into a practical management signal for forest restoration, though it suffers from low novelty relative to existing audit ideas.
A well-reasoned clinical program that smartly differentiates itself from depression clinics by targeting the high-risk post-detox window for severe AUD patients.
Backed by 11 papers
A high-value, specialized due-diligence tool that converts vague corporate climate pledges into a quantifiable 'offset-reliance' score for ESG investors.
Backed by 2 papers
A focused, high-utility tool that transforms VR-CPTs from a one-time diagnostic event into a longitudinal titration tool, solving a specific clinical pain point in ADHD medication management.
Backed by 2 papers
A dashboard tool that shows exactly how fast a business metric is increasing or decreasing.
Backed by 2 papers
A tracker for parents of sick children that triggers a request for professional help when care hours get too high.
An audit tool that checks if a company's business plans are solid before they build expensive software.
A highly focused, evidence-backed tool for a specific regulatory pain point in industrial wastewater management, though it faces a narrow market of pond-based systems.
Backed by 9 papers
A highly focused, low-overhead B2B utility that converts historical music theory into a deterministic steering layer for modern generative music tools.
Backed by 5 papers
A service that finds new grammar patterns in language for people who publish dictionaries.
Backed by 3 papers
A diagnostic tool for new teachers to find where expectations from parents and bosses clash.
Backed by 3 papers
Science lesson kits for 4th grade that combine guided experiments with digital games.
Backed by 2 papers
A tool for farmers to predict the potency of medicinal plants before they are harvested.
Backed by 2 papers
A platform for researchers to run data studies where participants join via a link from any headset or phone.
Backed by 4 papers
A remote exercise and diet program to get pancreatic cancer patients stronger before they have major surgery.
Backed by 2 papers
A highly focused B2B hardware-software tool that solves a specific R&D pain point for dental material manufacturers by combining two validated preclinical methods.
Backed by 3 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 highly focused B2B tool that transforms academic LCA and energy-saving models into a practical decision-support tool for automotive material selection.
Backed by 5 papers