Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A highly focused, evidence-backed analytics wedge for aerospace test rigs that solves a specific pain point (early-stage wear detection) using a validated deep-learning pipeline.
Backed by 2 papers
A highly focused, technically grounded utility that solves a specific LLM failure mode (verbatim recall) using a mathematically proven architecture without requiring model access.
A highly specialized preclinical assay service targeting a specific, evidence-backed pharmacological gap in the psychedelic drug development pipeline.
Backed by 8 papers
An online certification course to ensure mosquito technicians can correctly identify species.
A monitoring service for fish plants that tests for Listeria to ensure no contaminated food is shipped.
Backed by 3 papers
A scoring system that verifies the biodiversity of African rainforest carbon credits using pollen data.
A study app with flashcards based on a textbook for doctors training in intensive care.
A highly focused, timely API that fills a specific gap in ESG reporting by quantifying the overlooked water-energy nexus of AI compute.
A highly pragmatic workflow tool that operationalizes a specific, mandated clinical standard (ADA 2026) to close a known gap in diabetes care.
A lab additive that makes NK-cells better at finding and killing tumors before they are given to a patient.
Backed by 2 papers
A lab alert that tells doctors if a child's high iron marker is caused by obesity rather than a disease.
Backed by 2 papers
A highly focused, technically grounded tool that solves a specific, high-value pain point for global brands by quantifying a known psychophysical illusion in print production.
A tool that drafts gene labels for biomedical abstracts so human experts can approve them faster.
Backed by 2 papers
A plugin that automatically creates step-by-step guided tours to help people learn how to use a dashboard.
Backed by 4 papers
A test that checks if new chemicals disrupt how stem cells grow into specific organs.
A calculator that shows factory owners how much money they save by investing in flood-proofing.
Backed by 2 papers
A tool that writes the code for scientific machine learning models to ensure they follow laws of symmetry.
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 database component that organizes data into balanced buckets to help the system predict query costs more accurately.
A calculator for water companies to see how a price increase affects a household's budget for other essentials.