Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A tool for privacy experts to measure how data collection harms entire groups rather than just individuals.
Backed by 3 papers
A high-impact accessibility tool that solves a specific, documented pain point for BLV professionals, though it faces a challenging B2B sales motion.
A niche clinical decision-support tool that leverages existing hardware to identify multidisciplinary treatment needs, though it faces significant headwinds regarding clinical adoption and a narrow user base.
Backed by 7 papers
A focused, low-cost curriculum that leverages a specific psychological mechanism (meaning reconstruction) to address a known gap in veteran transition services.
Backed by 2 papers
A quick classroom activity that helps teachers see how their students view learning and ability.
Backed by 2 papers
A highly specialized signal processing library for medical imaging that leverages path-connected wavelets to eliminate artifacts, offering a strong technical wedge but facing significant regulatory and hardware hurdles.
Backed by 2 papers
A pragmatic diagnostic tool that shifts the focus from 'orthodontics as a postural cure' to 'postural screening for multidisciplinary care,' though it lacks a clear technical moat.
A niche optimization tool with a clear value prop for logistics, though the actual fuel savings from humidity/temperature adjustments may be too marginal to justify a standalone API.
A mouse mode that lets low-vision analysts feel the shape of a line chart through physical resistance.
A guided group writing program for adults with ADHD to share experiences and support each other.
A clinically grounded orthodontic outcomes registry with a real niche, but it faces hard data-aggregation hurdles and an uncertain willingness-to-pay in a relatively narrow vertical.
Backed by 3 papers
A practical, high-utility tool that automates the pedagogical scaffolding for sensitive topics, though it relies on a thin evidence base from a textbook description.
A sophisticated, optimal-control-based acceleration shaper that moves beyond simple lookup tables to enforce physiological jerk ceilings, specifically targeting the reduction of motion sickness and postural instability.
Backed by 11 papers
A highly focused tool leveraging a specific academic corpus, but it lacks novelty as it is nearly identical to an existing catalog idea and faces severe competition from LLMs.
A focused, low-friction measurement tool that turns a theoretical academic model into a practical accreditation asset for creative arts programs.
Backed by 2 papers
An audit service that ensures emotion-detection software understands how different cultures actually name and express feelings.
Backed by 3 papers
A simple tool for teachers to test if a new teaching method actually improved student scores.
Backed by 7 papers
Classroom activity packs where students act as a court to decide if a scientific claim is real or fake.
Backed by 5 papers
A highly specific, technically grounded retrofit solution that solves a clear regulatory pain point for fleet operators using a precise hardware configuration derived from recent research.
Backed by 4 papers
A niche decision-support tool for a high-friction infrastructure transition, offering strong theoretical value but facing significant adoption hurdles due to its dependence on public-sector infrastructure rollout.
Backed by 2 papers