Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A tool that lets business planners describe upcoming events in plain English to improve sales forecasts.
Backed by 2 papers
A security module for industrial gateways that prevents network floods from slowing down critical systems.
Backed by 3 papers
A log for student counselors and supervisors to track problems and fixes during their clinical training.
A lab service that checks if repurposed drugs are actually activating the intended pathways in brain-disease trials.
A guided meeting format where youth welfare staff support each other to handle heavy workloads.
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 testing suite that measures how often AI models make a specific logic error regarding probability.
Backed by 2 papers
A highly specific, evidence-backed diagnostic tool for a neglected aquaculture niche with a clear operational wedge in Southeast Nigeria.
Backed by 6 papers
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 tool that checks the reliability of each branch in an evolutionary tree to see which are trustworthy.
Backed by 2 papers
A dashboard plugin that automatically fades or removes old data so live screens don't get cluttered.
A blood panel for team doctors to track athlete recovery using a marker that matches how sore a person feels.
Backed by 3 papers
A tool that identifies which hillsides are most likely to slide so engineers know where to stabilize the ground.
Backed by 2 papers
A bedside app that tells medical teams how to set up a ventilator immediately after intubation.
Backed by 2 papers
A service for power companies that predicts electricity demand by splitting base load from seasonal spikes.
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 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 clinical tool that transforms qualitative AAC interaction data into a quantitative 'uptake report' to drive targeted partner training.
Backed by 4 papers
A high-evidence, focused diagnostic tool that transforms fragmented lab-based VR-CPT research into a standardized clinical product for pediatric ADHD assessment.
Backed by 3 papers