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 construction companies to predict how fast a tunnel boring machine will move when bidding on jobs.
Backed by 4 papers
A set of color-coded measuring tools and picture cards to help farmers mix compost correctly.
A follow-up screening tool for 13-14 year-olds to ensure ADHD is not missed as they start high school.
Backed by 2 papers
A high-utility QA tool that leverages existing 3D VLM and LLM capabilities to reduce radiology errors via a focused discrepancy-flagging wedge.
Backed by 2 papers
A pragmatic, high-value optimization layer that solves the cost-latency trade-off of GraphRAG by routing queries based on complexity.
A specialized material for long-acting injections that reduces swelling and inflammation at the injection site.
A monitor that automatically stops complex genetic computer simulations once they have found the answer.
A kit for drug trials that groups participants by how their eyes respond to light to find the best matches for new medicines.
A high-value, focused service that converts the 'superficial alignment hypothesis' into a cost-saving tool for enterprises by replacing massive, noisy datasets with a validated, minimal 'recipe' of 1,000 pairs.
Backed by 6 papers
A tool for farmers to decide if a cow should be kept or replaced based on her predicted future milk yield.
Backed by 7 papers
A parent program for childhood ADHD that focuses on changing the home environment to reduce triggers.
Backed by 2 papers
A highly focused, evidence-backed hardware solution targeting a specific, high-urgency environmental toxin (6PPD-Q) with a clear regulatory and municipal buyer.
Backed by 4 papers
A service that uses birth data to tell school districts how many kindergarteners to expect in five years.
A wearable sensor that proves a light-therapy device is actually reaching the target area of the brain.
Backed by 2 papers
A tool for journal editors to check if the statistics in a submitted paper are reported correctly.
A tool that suggests the best synthetic materials for building coastal and river defenses based on site conditions.
A tool that writes accurate product descriptions for rare items using a store's own technical data.
Backed by 2 papers
A highly practical, evidence-backed clinical workflow tool that transforms a passive vital sign into a structured titration loop for a high-risk population.
A high-utility, low-friction diagnostic service that solves a specific technical blind spot in no-till farming by splitting soil samples by depth.
A highly focused, evidence-backed valorization play that turns a costly waste stream into a high-value clean-label ingredient using a specific, documented microbial strain.