Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A focused, high-utility coaching tool that leverages LLM-based discourse analysis to improve parental scaffolding of early literacy, with a clear B2B2C distribution path through established early-childhood organizations.
Backed by 8 papers
A service that finds unfair data-payment clauses in terms of service for consumer advocacy groups.
A highly focused, pragmatic QA tool that solves a documented failure point in E2E voting systems using existing hardware and a clear commercial wedge.
A well-reasoned, tiered auditing service that transforms a raw measurement technique into a commercially viable B2B workflow for fleet operators.
Backed by 6 papers
A plugin for chart editors that suggests concrete design fixes to reduce clutter and improve color.
Backed by 2 papers
A highly focused, evidence-backed hardware tool that solves a specific compliance and liability pain point for the emerging heavy-duty hydrogen infrastructure.
Backed by 3 papers
A coaching program for adults with early kidney disease to manage blood pressure and weight to slow the illness.
Backed by 2 papers
A testing service for nutrition brands to prove their ingredients reduce the specific inflammation that damages muscles.
Backed by 3 papers
A kit that measures how much workers actually look at digital overlays to see if they are distracting.
Backed by 3 papers
A highly focused, evidence-backed utility that solves a specific 'uncanny valley' problem in TTS by implementing linguistic reduction patterns found in spontaneous speech.
Backed by 3 papers
A lab service for drug trials that measures if a medicine restores immune cells to a healthy, active level.
Backed by 8 papers
A low-friction, high-utility clinical instrument that converts a documented behavioral trend into an actionable EHR data point for youth mental health.
Backed by 2 papers
An audit service that checks if companies actually lowered their emissions after a bank tightened their credit.
A program that monitors heart risk for a year for women who had complications during pregnancy.
A platform where journals host live, runnable versions of the algorithms published in their articles.
An alert for doctors that flags unexpected weight loss in heart patients as a warning sign for heart attacks.
A highly focused data product that solves a specific, technical pain point (the 2018 data break) for health-equity reporting in a high-stakes regulatory environment.
Backed by 5 papers
A ledger for fusion power plants to track how much tritium fuel they have and when they will produce a surplus.
A safety switch that stops an automated agent if it encounters a situation it wasn't programmed to handle.
Backed by 4 papers
A highly focused, pragmatic tool that solves a specific friction point in the transition to double-anonymized peer review in chemistry publishing.
Backed by 2 papers