Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A targeted material improvement for 3D-printed aligners that addresses a documented mechanical failure point (water-induced softening), offering a clear B2B value proposition for dental labs.
Backed by 3 papers
An analysis service that uses protein shapes to map how divergent viruses are related.
A highly focused B2B simulation tool that converts empirical tire-dust data into a cost-saving validation step for automotive seal engineering.
A care plan for oncology clinics to manage side effects and keep breast cancer patients on their medication.
A risk-assessment service that warns companies if their large software rollout is likely to fail.
A scorecard that rates software consultants to help companies write better contracts and spot failures early.
A high-utility certification service that leverages the critical link between post-curing precision and biocompatibility to provide a 'safety label' for the growing in-office 3D-printed aligner market.
Backed by 5 papers
A high-utility clinical audit tool that transforms expert consensus into a deterministic 'guardrail' for AI-generated orthodontic plans, addressing a clear pain point in treatment predictability.
Backed by 8 papers
A high-precision auditing tool that leverages new physics-based ERV calculations to unlock the commercial justification for expensive lightweight materials in automotive OEMs.
Backed by 2 papers
A digital therapy module that teaches adults with ADHD how to better manage their emotional reactions.
Backed by 3 papers
A testing and dosing service to ensure every member of a sports team or military unit has enough vitamin D for winter.
Backed by 4 papers
An app for cardiologists that flags patients whose kidney function increases their risk of heart problems.
Backed by 3 papers
A service that tests if a medical biomarker works across people from different ethnic and global backgrounds.
Backed by 2 papers
A tablet tool for teachers to track how children's planning and memory skills improve during robotics class.
Backed by 2 papers
A highly focused, technically grounded application of unitary RNNs to solve a specific hardware constraint (long-horizon memory on edge silicon) with a clear B2B delivery model.
Backed by 2 papers
A report for doctors to see if a patient's tumor is likely to resist immunotherapy before starting treatment.
Backed by 4 papers
A tissue test that scores prostate cancer to see if it is driven by a specific growth protein.
Backed by 4 papers
A service that finds exactly where solar dish plants are losing energy and suggests the cheapest fixes.
A tool that flags when translation software wrongly assumes a person is male for certain jobs.
A high-precision numeric optimizer that leverages e-graphs to automate the tedious and error-prone process of manual floating-point stability tuning in high-stakes computing.