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 clinical decision support tool that leverages new, explicit service standards to optimize the high-stakes triage and transfer of aortic emergencies.
A tool for buyers to see which of their suppliers are in flood zones and might stop producing.
A workbench for paint researchers to compare different formulas and find the fastest-drying recipes.
Backed by 2 papers
A second-opinion service that finds expert surgeons for pancreatic cancer patients told their tumor is inoperable.
A highly focused, evidence-backed replacement for a generic commercial inoculant, targeting a specific geographic agricultural belt with locally adapted strains.
Backed by 2 papers
A highly focused B2B tool that solves a specific, high-stakes data currency problem in forensic labs by automating the bridge between literature and HRMS libraries.
Backed by 5 papers
A highly focused, technically grounded design service that leverages state-of-the-art foundation models to solve a specific, high-value engineering bottleneck in gene therapy.
Backed by 2 papers
A policy for insurers to keep heart patients on weight-loss drugs even if they aren't losing much weight.
Backed by 2 papers
A calculator for engineers to check if a fabric filter will clog or fail when used with specific soil.
Backed by 2 papers
A module that calculates vibration damage from a frequency spectrum without needing a full time-history.
A pragmatic 'graph-to-table' feature engineering tool that unlocks graph-based signals for traditional ML stacks without the operational overhead of GNNs.
Backed by 2 papers
A highly focused, low-complexity tool that solves a specific, high-value bottleneck in fusion magnet design by replacing expensive FEA with a validated analytical proxy.
A high-utility compliance tool that leverages new DOI standards in biodata to automate a mandatory and currently painful legal requirement for biotech companies.
Backed by 2 papers
A service for probiotic brands to see which customers' guts actually accepted the bacteria.
Software that helps two researchers agree on the quality of medical studies for a systematic review.
A blood test to check if a patient's own immune cells are healthy enough to be used for a specific therapy.
A stress test for cell therapy batches to ensure they stay stable in an inflamed environment.
A report for cancer labs that explains the actual effect of genetic variants that were previously labeled as uncertain.
A highly focused, high-value B2B certification service that addresses the primary commercial barrier (reliability) for a nascent but critical hardware market.
A care management service for people living for many years with advanced metastatic cancer.
Backed by 11 papers