Seedlabs

Ideas catalog

Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.

AI score1697 ideas
#681Strong · 92
Dead-Phone Audit
Social SciencesEconomic and Social Issues

An audit for banks and clinics to find where they accidentally force people to have a smartphone to get help.

Backed by 2 papers

#682Strong · 80
Standardized Sphagneticola Diabetes Tea
Agricultural and Biological SciencesPhytochemistry Medicinal Plant Applications

A low-risk, high-feasibility play to formalize an existing folk practice into a standardized consumer product, leveraging Brazil's traditional-use regulatory pathway.

Backed by 6 papers

#683Strong · 89
ChunkTrust: Representativeness Meter for Progressive Partial Results
Computer ScienceData Visualization and Analytics

A warning badge for dashboards that tells the user if a partial data sample is misleading or fair.

Backed by 2 papers

#684Promising · 73
Fusarium-Resistant Bean Seed Breeding Service
Biochemistry, Genetics and Molecular BiologyPlant Pathogens and Fungal Diseases

A scientifically sound breeding service with a clear technical wedge, though it faces significant challenges regarding the commercial viability of a service-based model for regional seed multipliers.

Backed by 2 papers

#685Strong · 88
MirrorTest: teacher PD where teachers sit the students' proportion test first
Social SciencesMathematics Education and Teaching Techniques

A training session where teachers take their students' math tests to understand why students get answers wrong.

Backed by 2 papers

#686Strong · 91
Second Front Door: Child Follow-Up Triggered by Adult DV Intake
Social SciencesIntimate Partner and Family Violence

A high-impact, low-complexity systems intervention that converts adult DV intake into a pediatric health trigger, addressing a critical gap in trauma-informed care.

Backed by 2 papers

#687Strong · 88
AutoCeph Landmarking Tool
DentistryOrthodontics and Dentofacial Orthopedics

A clinically grounded AI tool for 2D cephalometric landmarking that smartly balances automation with human-in-the-loop verification to mitigate known AI inaccuracies in soft-tissue analysis.

Backed by 12 papers

#688Strong · 84
Attitude + Metacognition Study-Club Kit for Adolescent Girls
Social SciencesEducational Outcomes and Influences

A weekly activity guide for girls' study clubs to improve how they learn and their view of school.

Backed by 3 papers

#689Strong · 81
Sidecar: A Private AI Explainer for Guests in Live Data Screen-Shares
Computer ScienceData Visualization and Analytics

An app that lets guests ask private questions about a shared data chart without interrupting the presenter.

Backed by 3 papers

#690Strong · 88
SaltRank: Contract Salinity-Tolerance Screening for Wheat Cultivars
Agricultural and Biological SciencesPlant Stress Responses and Tolerance

A testing service that ranks different wheat seeds based on how well they grow in salty soil.

#691Strong · 89
FiveShot Outbreak Kit: Rapid Classifiers for Emerging Crop Diseases
Agricultural and Biological SciencesSmart Agriculture and AI

A tool for health agencies to create a mobile disease classifier using only five expert photos.

#692Strong · 81
Dynamic Slot-Booking Engine for Hybrid Charging Hubs
EngineeringVehicle emissions and performance

A focused B2B optimization tool that solves a specific operational pain point for hybrid charging hubs using validated predictive modeling.

#693Strong · 86
ThresholdSHAP: Operating-Point-Conditioned Explainability for Credit and Churn Models
Computer ScienceImbalanced Data Classification Techniques

A tool for bank teams to explain why a computer model decided a customer might stop using a service.

#694Strong · 88
Effect-Size-First Inference Readout for Statistical Software
Computer ScienceData Visualization and Analytics

A tool for stats software that emphasizes the size of an effect rather than just the p-value.

Backed by 4 papers

#695Promising · 78
StanceWire: reply-stance early warning for breaking-news claims
Social SciencesMisinformation and Its Impacts

A monitor that shows which breaking news claims are being disputed by people in the replies.

#696Strong · 83
Axion Fraction Budget Mapper
Physics and AstronomyCosmology and Gravitation Theories

A tool for scientists to decide which mass ranges to scan when searching for dark matter particles.

Backed by 3 papers

#697Strong · 82 Prototype
Quantum Chemistry Interoperability Bridge
Physics and AstronomyRadiation Detection and Scintillator Technologies

A pragmatic middleware tool targeting a genuine pain point in computational chemistry, leveraging a timely software update (ORCA 6.0) and emerging community standards.

Backed by 2 papers

#698Strong · 89
OneMark: Touch-First Mobile Explorer for Million-Row Datasets
Computer ScienceData Visualization and Analytics

A mobile app that lets analysts explore millions of data rows using touch gestures instead of lists of text.

Backed by 3 papers

#699Strong · 92
Proceedings-First Materials Intelligence Feed
Environmental ScienceSmart Materials for Construction

A high-value, narrow-wedge intelligence tool that leverages a specific publication lag in materials science to provide a competitive time advantage for industrial R&D.

Backed by 3 papers

#700Promising · 77
L-Cerealis Bio-Filtrate Fungicide
Agricultural and Biological SciencesMycorrhizal Fungi and Plant Interactions

A promising, highly specific biopesticide for pine nurseries with strong evidence for non-living filtrate efficacy, though it faces significant regulatory hurdles for commercialization.