Recent research, turned into shippable ideas
Let's bridge the gap between research and industry. We discover latest research and derive commercially plausible innovation ideas through interactive artifacts.
A flood of research. A trickle of impact.
Millions of papers are published every year and the majority of those never actually reaches the people.
research papers published every year — and doubling roughly every 9 years.
WordsRated, on Scopus / Web of Science outputaverage lag from a research finding to reaching everyday practice.
Morris, Wooding & Grant, J R Soc Med (2011)of original research findings ever make it into everyday clinical practice.
Westfall et al., JAMA (2007); orig. Balas & Boren (2000)inventions are never commercialised — lost in the “valley of death”.
The Asymmetric, “The innovation valley of death”From paper to prototype
A fully automated pipeline, with a human in the loop where it matters.
We continuously pull recent, highly-cited work from OpenAlex across the domains you care about.
Each finding is distilled into one concrete, commercially plausible product idea — grounded in real target customers.
An interactive prototype is generated, gated, and auto-deployed to its own URL so you can try the idea immediately.
Top-ranked ideas
Concrete concepts derived from recent research — the ones marked “Prototype” come with a live demo.
Software that flags adult ADHD evaluations if the test results suggest the person wasn't trying their best.
Backed by 8 papers
A service that checks ADHD test results for universities to ensure the evidence provided is valid.
Backed by 10 papers
A specialized risk-pricing tool for TBM tunneling in melange ground that leverages fractal block-size distributions to quantify boulder-induced delays during the bidding phase.
Backed by 8 papers
A high-utility safety layer that transforms the 'vigilance' requirement of ambient scribes into a discrete, bidirectional data-quality check between notes and EHR records.
Backed by 6 papers
A high-utility clinical decision support tool that converts complex ADA guidelines into a concrete, actionable worklist for value-based care providers.
Backed by 5 papers
A high-value calibration service that converts 'dead' qubits back into usable assets via software-defined frequency shifting, backed by strong experimental evidence and a clear operational loop.
Backed by 7 papers
A standardized tissue sample slide used by labs to check if their spatial imaging tools are accurate.
Backed by 5 papers
A tool that flags bladder cancer patients who cannot take a specific chemotherapy drug so they get referred to a specialist sooner.
Backed by 5 papers
A high-utility, evidence-grounded clinical decision support tool that leverages existing lab data to drive a high-value diagnostic pipeline for a newly treatable disease.
Backed by 6 papers
A highly focused, high-value utility for stem-cell registries that converts the volatility of the IPD-IMGT/HLA database into a prioritized operational worklist.
Backed by 4 papers
Software for health plans that automatically approves insulin pump and sensor requests based on medical guidelines.
Backed by 6 papers
A tool for diabetes clinics that scans patient records to find people who qualify for insulin pump technology.
Backed by 6 papers
A policy guide for health plans to prioritize lower-cost diabetes drugs for patients with heart disease.
Backed by 4 papers
A tool that scans medical notes to find smokers who are eligible for lung cancer screenings.
Backed by 4 papers
A highly focused, evidence-backed clinical workflow tool that converts a known guideline gap (low DSMES referral rates) into an automated, event-driven process.
Backed by 7 papers
A high-utility clinical tool that leverages a state-of-the-art DNA foundation model to solve the specific, high-value bottleneck of non-coding VUS prioritization in rare disease diagnostics.
Backed by 5 papers
A high-utility, narrow-wedge automation tool that solves a specific administrative bottleneck created by the recent FDA approval of MASH therapies.
Backed by 2 papers
A service that updates gene lists automatically when the official Gene Ontology naming system changes.
Backed by 2 papers
A highly focused, low-friction EHR automation that solves a specific clinical compliance gap (uACR screening) by applying the proven 'default-attach' logic of eGFR.
Backed by 6 papers
A report for clinics that explains the likely effect of mysterious genetic mutations in rare-disease patients.
Backed by 8 papers
More top-ranked ideas
Ranked by head-to-head comparison: every idea is weighed against its closest rivals on evidence, market pull, novelty and feasibility.
- 21.BoulderRefusal: Foundation Obstruction Risk Predictor for Melange SitesEngineering
- 22.Bank Climate-Exit Deal ScreenerEconomics, Econometrics and Finance
- 23.Fine-Tuned-in-a-Day: Custom Atomistic Force Fields as a ServiceMaterials Science
- 24.CephAuto: Automated Cephalometric Landmarking & Maturation StagingDentistry
- 25.Scribe Utilization Radar: Adoption Analytics for Ambient AI ScribesHealth Professions
- 26.Silent-Plaque PCSK9i FinderMedicine
- 27.Group-in-a-Box: Licensed 14-Week DBT Skills Group for Adult ADHD ClinicsMedicine
- 28.Water-Compensated Direct-Print Aligner Geometry EngineDentistry
- 29.As-Built Winding Compiler for REBCO Coils
- 30.ParadoxBasis: Hispanic-Origin Mortality Tables for Annuity & Life PricingSocial Sciences
- 31.GreenSolvent Perovskite Ink: DMF/NMP-Free Precursor for Ambient-Air Module CoatingEngineering
- 32.Indicator-Count MTM Targeting: Claims Engine for Medicare Part D PlansMedicine
- 33.GO-Grounded Claim Stamps for AI Biology WritingBiochemistry, Genetics and Molecular Biology
- 34.Human-to-Mouse Variant Conservation Pre-ScreenBiochemistry, Genetics and Molecular Biology
- 35.FaceLog: Back-Calculated Ground-Quality Log from TBM Performance DataEngineering
- 36.Incidental Steatosis Closure LoopMedicine
- 37.Diabetes Type Mismatch ScreenerMedicine
- 38.Upgrade Reentrancy Gate: CI Regression Check for Smart-Contract UpgradesComputer Science
- 39.Reentrancy Watchtower: Live Block-Level Cross-Function Reentrancy AlertsComputer Science
- 40.CoirSub: Ready-Made Coco-Peat Artificial Soil Kit for OECD Earthworm Toxicity TestsEnvironmental Science
- 41.DualShock Sync — Double Sequential Defibrillation Coordination KitMedicine
- 42.GWAS Lead-SNP Causal-Gene AnnotatorBiochemistry, Genetics and Molecular Biology
- 43.ArmDiff: Cell-Type-Specific Treatment-Arm Reports for Single-Cell Clinical TrialsBiochemistry, Genetics and Molecular Biology
- 44.Stroke Pathway Resync: 2026 AHA/ASA Guideline Change Mapping for Hospitals and EMSMedicine
- 45.ctDNA-Clearance Maintenance Report for Osimertinib-ChemoMedicine
- 46.SOFA-2 Trial Kit: Standardized Cross-Site Scoring for Sepsis Trial Eligibility and EndpointsMedicine
- 47.EdgeGuard: Solvent-Confinement Edge-Protection Kit for Perovskite Module LinesEngineering
- 48.Clear-Aligner Force-Decay PredictorMaterials Science
- 49.EpitopeLock: De Novo Nanobody Design Service with Structure-Verified Epitope TargetingMedicine
- 50.Cisplatin-DNA Adduct Immunoassay Kit for Drug Development PDMedicine
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