Seedlabs

Ideas catalog

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

AI score1130 ideas
Strong ideas
Strong · 81
Roadside 'Plume-Chasing' Enforcement Hubs
EngineeringVehicle emissions and performance

A high-utility enforcement tool with strong evidence, though it faces significant operational hurdles regarding the physical interception of vehicles.

Backed by 2 papers

Strong · 82 Prototype
SoilTwin: Multi-Scale Predictive Soil Behavior Engine for Geotechnical Design

A high-utility geotechnical simulation tool that translates multi-scale soil physics into risk-quantified engineering designs, targeting a clear gap in stochastic soil modeling.

Backed by 5 papers

Strong · 82
Rigid-DMN Flag: A Resting-State Response-Control Marker for Pediatric ADHD
MedicineAttention Deficit Hyperactivity Disorder

An MRI tool that measures how a child's brain handles impulse control to identify ADHD risk.

Backed by 2 papers

Strong · 80
Cross-Representation Mismatch Detector for Student Math Work
Social SciencesMathematics Education and Teaching Techniques

A high-value diagnostic tool that leverages multimodal contradictions to pinpoint specific conceptual gaps, though it faces significant technical hurdles in reliable visual-to-symbolic parsing.

Backed by 4 papers

Strong · 83
VariantVault: A Searchable Registry of Rare Anatomical Findings from Dissection-Hall Reports

A searchable database of rare human body differences found during medical dissections.

Strong · 86
Export-Restriction Sentinel for Grain Buyers
Economics, Econometrics and FinanceEconomics of Agriculture and Food Markets

An alert system that warns grain buyers when countries ban or tax grain exports.

Backed by 2 papers

Strong · 88
Steady Rooms: Shelter-Run Stress-Regulation Protocol for DV-Exposed Children
Social SciencesIntimate Partner and Family Violence

A highly focused, evidence-backed intervention that turns a critical gap in shelter services into a deliverable product for non-clinical staff.

Backed by 2 papers

Strong · 84
Cut-and-Cash: Mimosa pigra Briquetting Cooperatives
Environmental ScienceEnvironmental Conservation and Management

A pragmatic, circular-economy approach to invasive species management that converts an ecological liability into a revenue-generating fuel source.

Strong · 92
FoodCost Pressure Index: a seven-factor early-warning feed for food procurement
Economics, Econometrics and FinanceEconomics of Agriculture and Food Markets

A weekly alert system that warns food buyers about price spikes based on weather, energy, and trade.

Strong · 84
Sensemaking Grid: AI Feature Coverage Mapper for Analytics Products
Computer ScienceData Visualization and Analytics

A map for product teams to see which parts of a data analysis workflow are helped by AI and which are not.

Backed by 3 papers

Strong · 82
BaseSeason: Long-Horizon SKU Demand Forecasts with a Base-Trend/Season Split for Retail Buyers
Computer ScienceTime Series Analysis and Forecasting

A tool for retail buyers that predicts product demand by separating long-term trends from holiday peaks.

Backed by 3 papers

Strong · 93
AirShare: AP-Side Airtime Fairness Firmware Module
Computer ScienceWireless Networks and Protocols

A firmware update for Wi-Fi routers that speeds up the whole network by managing airtime more fairly.

Strong · 91
Interest-Based Attention Mapper for ADHD Knowledge Workers
MedicineAttention Deficit Hyperactivity Disorder

A logging tool for employees with ADHD to map when they focus best and plan their workday around it.

Backed by 2 papers

Strong · 88
PalhaCred: Pre-Quantified No-Till Carbon Rotation Kit
Agricultural and Biological SciencesSoil Management and Crop Yield

A clever, high-specificity product that turns a research finding into a 'pre-packaged' carbon credit asset, though it relies heavily on the assumption that carbon programs will accept proxy data over direct measurement.

Strong · 92
Tangency Tutor: A No-Calculus Demand Solver for Microeconomics Courses
EngineeringOptimization and Mathematical Programming

A learning tool that helps economics students solve demand problems using simple algebra instead of complex calculus.

Strong · 81
MBCT Relapse Prevention Tracker
PsychologyMindfulness and Compassion Interventions

A well-reasoned digital therapeutic that leverages a specific research finding on mindfulness heterogeneity to personalize relapse prevention, though it faces a high regulatory bar for clinical claims.

Backed by 2 papers

Strong · 92
PhytoNano: Nanocarrier Screening for Plant-Derived Actives
Agricultural and Biological SciencesMedicinal Plant Research

A service that tests different ways to deliver plant-based medicines so the body absorbs them better.

Backed by 2 papers

Strong · 87
ESG Incident Exit-Risk Radar
Business, Management and AccountingCorporate Social Responsibility Reporting

A high-value, specialized IR tool that converts academic findings on investor behavior into a tactical 'who-to-call' list during ESG crises.

Backed by 2 papers

Strong · 86
Apprentice-Retention Peer Circles for Vocational Training
Social SciencesYouth Development and Social Support

A peer-support program for apprentices to solve training problems together so they don't quit.

Backed by 2 papers

Strong · 92
The Guidance Design Kit: Worksheets for Building Decision-Support into Analytics Tools
Computer ScienceData Visualization and Analytics

Worksheets and templates that help data teams design helpful guidance and advice into their dashboards.

Backed by 6 papers