Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-utility analytics layer that converts existing WIM infrastructure into a targeted enforcement tool for road-damaging vehicles, leveraging established mechanistic models.
Backed by 3 papers
A high-conviction, specialized tool that transforms a proven academic certification pattern into a commercial compliance product for high-stakes energy infrastructure.
Backed by 3 papers
A highly focused application of a specific scheduling algorithm to the high-value SmallSat market, though it suffers from low novelty due to its near-identity to the ParetoSafe idea.
Software for wastewater plants that estimates organic pollution levels using simple pH readings.
A tool that turns hardware calibration data into a mathematical model of a quantum processor's noise.
A high-utility clinical SaaS that solves a documented regulatory and scientific gap in psychedelic trial fidelity, moving beyond simple certification into a data-capture tool for sponsors.
Backed by 9 papers
A highly focused, technically feasible application of recent LoRA research that solves a specific cost-performance pain point for high-volume edtech apps.
Backed by 2 papers
A highly focused, technically grounded perception module that solves a specific, high-value pain point for home robotics OEMs using a state-of-the-art segmentation backbone.
A report that predicts which types of cells a new drug will affect, helping labs pick the best models to test.
A simulator that lets engineers test changes to factory control settings before applying them to real machinery.
Backed by 2 papers
A tool for museums to check if ancient objects for sale match known burial sites, flagging potential looting.
A clever application of basic stoichiometry to create a calibration-free purity check, though it faces significant practical hurdles regarding catalyst longevity and response time compared to existing electronic sensors.
A high-value actuarial tool that converts a massive, newly synthesized epidemiological dataset into a concrete financial risk model for the reinsurance industry.
Backed by 2 papers
A test to confirm that a manufactured cell therapy will actually travel to the diseased organ.
Backed by 2 papers
A digital check that ensures a doctor has the required evidence before adding a diabetes diagnosis to a chart.
An alert service that notifies health agencies when a mosquito species is found in a new county.
A highly focused, technically grounded screening tool that replaces generic linear stiffness assumptions with a specific, research-backed model for aged clays to reduce risk in high-stakes urban tunneling.
Backed by 2 papers
A highly focused B2B analytics tool that leverages new national incidence data to solve a critical, high-pressure capacity planning problem for NHS commissioners.
Backed by 3 papers
A quick speaking test for migrants to find those stuck on the same pronunciation errors for months.
A high-utility, low-risk data curation play that solves a specific regulatory bottleneck in pharma QC by bridging the gap between analytical chemistry literature and compliance requirements.
Backed by 2 papers