Seedlabs

Ideas catalog

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

AI score1131 ideas
Strong ideas
Strong · 97
ParetoSafe: Failure-Budget Multicore Scheduler for Safety-Critical Software
Computer ScienceParallel Computing and Optimization Techniques

A highly focused, high-value design tool that converts a specific academic breakthrough in bicriteria scheduling into a critical compliance asset for safety-certified industries.

Strong · 92
Climate-Commitment Credit Exposure Score
Economics, Econometrics and FinanceEnergy, Environment, Economic Growth

A tool for companies to see how much of their debt is held by banks that might pull funding for climate reasons.

Strong · 92
G0 Disturbance Scorecard: Sample-Quality Passport for Clay Stiffness Tests
EngineeringGeotechnical Engineering and Soil Mechanics

A highly focused, evidence-backed QA tool that transforms a technical research protocol into a contractual quality-assurance product for geotechnical labs.

Backed by 2 papers

Strong · 86
TourSync: CI for Dashboard Onboarding Tours
Computer ScienceData Visualization and Analytics

A service that alerts creators when dashboard updates break the guided tours used to teach new users.

Backed by 3 papers

Strong · 86
FirstPass Registry: DAS 2025 Airway Audit and Benchmarking Module
MedicineAirway Management and Intubation Techniques

A dashboard that tracks how often doctors succeed on their first attempt to insert breathing tubes.

Strong · 88
Plan D Drill: eFONA In-Situ Simulation Kit
MedicineAirway Management and Intubation Techniques

A training kit with a realistic neck model for hospital teams to practice emergency airway surgery.

Strong · 93
Cross-Function Reentrancy Audit Scanner for Deployed Ethereum Contracts
Computer ScienceBlockchain Technology Applications and Security

A highly focused forensic security tool that leverages a specific research breakthrough to detect a known blind spot in smart contract auditing.

Strong · 92
MCP DriftWatch: Post-Approval Change Monitor for Connected Tool Servers
Computer ScienceAdversarial Robustness in Machine Learning

A sharp, timely security utility that addresses the 'maintenance' phase of the MCP lifecycle by preventing post-approval server drift, filling a critical gap left by pre-connection scanners.

Strong · 92
One-Link Methylation Delivery for Nanopore Sequencing Services
Biochemistry, Genetics and Molecular BiologyGenomics and Phylogenetic Studies

A service that turns complex DNA methylation data into a single link for easy browsing.

Strong · 96
CompostFast: SnCl2 Masterbatch for Rapidly Disintegrating PLA Films, Labels, and Produce Stickers
Materials Sciencebiodegradable polymer synthesis and properties

An additive for plastic films and stickers that helps them break down faster in industrial compost piles.

Strong · 81
TrueCore: Eddy-Current Counterfeit Screening for Bullion and Coins
EngineeringNon-Destructive Testing Techniques

A device that uses electrical currents to detect if gold or silver coins have a fake core inside.

Strong · 85
GI-Adaptive GLP-1 Dose Escalation Companion
MedicineDiabetes Treatment and Management

A highly focused, clinically grounded tool that addresses a specific, high-churn pain point in the GLP-1 market with a clear B2B distribution model.

Strong · 88
Supplier Flood Exposure Scorecard
Environmental ScienceFlood Risk Assessment and Management

A tool for buyers to see which of their suppliers are in flood zones and might stop producing.

Strong · 88
SignalCheck: Per-Cell-Type Detectability Audits for Multi-Donor Single-Cell Datasets
Biochemistry, Genetics and Molecular BiologySingle-cell and spatial transcriptomics

A tool that checks if a specific cell type in a dataset has enough clear data to be useful for research.

Strong · 86
Hsp70-Cargo Potency Assay for Exosome Therapy Lots
Biochemistry, Genetics and Molecular BiologyHeat shock proteins research

A quality check for exosome medicine makers to measure how well their batches activate the immune system.

Backed by 2 papers

Strong · 85
Geotextile Filter Gate: Soil-Compatibility and Clogging Checker
EngineeringGeotechnical Engineering and Soil Stabilization

A calculator for engineers to check if a fabric filter will clog or fail when used with specific soil.

Backed by 2 papers

Strong · 88
Spatial Assay Distiller: 18,000-Gene Discovery to 60-Marker Clinical Panel
Biochemistry, Genetics and Molecular BiologyBioinformatics and Genomic Networks

A service that turns massive genetic maps of tumors into a small, usable set of markers for clinics.

Backed by 2 papers

Strong · 88
1O2 Treatability Screen: Go/No-Go Predictor for Singlet-Oxygen Pathways in AOP Design
Environmental ScienceAdvanced oxidation water treatment

A highly focused, evidence-backed decision tool that prevents costly engineering errors by flagging contaminants that are kinetically inert to singlet-oxygen pathways.

Backed by 2 papers

Strong · 93
AirwayNorm: Normative Scoring Module for Rat Inhalation Histopathology
MedicineNeonatal Respiratory Health Research

A digital tool that compares rat lung tissue samples against a healthy baseline to spot drug damage.

Strong · 88
Open-Eye Kit: Phenotype Validation for ID Photo and E-Gate Automation
Social SciencesEthics and Social Impacts of AI

A kit to test if passport cameras and e-gates correctly recognize faces of all skin tones and eye shapes.