Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A service that cleans wastewater for antibiotic factories so they don't release drug-resistant bacteria.
Backed by 2 papers
A photo tool for real estate that makes both the room and the view outside the window look clear and bright.
A high-precision tool for SiC power electronics manufacturers to replace trial-and-error annealing with foundation-model-driven kinetic barrier predictions.
Backed by 2 papers
A clinic kit that uses waist measurements instead of weight to track how well heart patients are responding to medication.
A specialized material for long-acting injections that reduces swelling and inflammation at the injection site.
A highly pragmatic workflow tool that operationalizes a specific, mandated clinical standard (ADA 2026) to close a known gap in diabetes care.
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.
A high-precision verification service that uses a specific kinetic signature (D2O solvent exchange) to debunk or validate 'non-radical' claims in water treatment AOPs, creating a critical procurement gate for municipal utilities.
A highly focused, commercially viable CRO service that turns a specific research finding into a standardized lead-optimization tool for the 'exercise mimetic' drug and nutraceutical market.
Backed by 2 papers
A highly focused, high-value audit tool that solves a specific, expensive pain point in enterprise IT modernization using a proven meta-modeling approach.
A highly focused B2B bioprospecting service that converts a proven academic workflow into a repeatable commercial pipeline for agricultural biotech firms.
Backed by 2 papers
A blood test that tracks how the immune system responds after a tumor is burned away.
Backed by 2 papers
A highly focused clinical decision-support tool that leverages validated deep-learning pipelines to standardize the timing of growth-dependent orthodontic treatments.
Backed by 20 papers
A highly specialized V&V tool that leverages a new mathematical invariant to detect silent failures in nonlinear PDE solvers, offering a sharp wedge for high-end CAE vendors.
A tool for doctors to identify heart health risks in adults with ADHD.
Backed by 3 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, low-tech consultancy product that applies classic architectural theory to a modern infrastructure gap, offering a clear ROI for charging network operators.
Classroom debate packs for middle schoolers based on math problems that have more than one right answer.
Backed by 4 papers
A tool for researchers to check if their study group is large enough to produce reliable results.
Backed by 2 papers
A monitoring service for fish plants that tests for Listeria to ensure no contaminated food is shipped.
Backed by 3 papers