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 · 88
Biofuel-Mandate Feed-Cost Stress Test
Economics, Econometrics and FinanceEconomics of Agriculture and Food Markets

A tool for food and livestock companies to predict how biofuel laws will change the cost of grain and oil.

Strong · 92
Earthworm Tissue Screening for Brownfield Metal Contamination
Environmental ScienceEnvironmental Toxicology and Ecotoxicology

A pragmatic, high-value screening service that leverages biological integration to optimize expensive soil sampling grids for brownfield redevelopment.

Backed by 6 papers

Strong · 96
Pre-Release Taste Gate for Pulse Varieties
Agricultural and Biological SciencesSensory Analysis and Statistical Methods

A lab service that tests how new pulse crops taste so breeders know if people will actually buy them.

Backed by 3 papers

Strong · 88
BinaryPlate — Calibration-Star Kit for Speckle and AO Cameras
Physics and AstronomyStellar, planetary, and galactic studies

A kit of standard stars and software used to calibrate high-resolution space cameras.

Strong · 92
Soft-Prompt Tuning Kit for Rare-Finding Detection in Clinical Notes
Computer ScienceTopic Modeling

A highly focused, technically grounded tool that solves the 'imbalanced data' problem in clinical NLP using a specific, research-backed parameter-efficient tuning method.

Backed by 3 papers

Strong · 88
Turnkey 12-Week Cancer Fatigue Exercise Rehab Program
MedicineCancer survivorship and care

A supervised 12-week exercise program for cancer centers to help patients recover from extreme fatigue.

Backed by 10 papers

Strong · 88
Raincheck: Per-User Raincloud Readouts for A/B Tests
Computer ScienceData Visualization and Analytics

A tool for A/B testers that shows every user's individual result to find hidden patterns that averages miss.

Backed by 2 papers

Strong · 89
InfilAudit: Clogging Health Score for Stormwater Infiltration Assets
Agricultural and Biological SciencesSoil Management and Crop Yield

A highly focused, evidence-backed service that turns a complex academic measurement chain into a practical O&M tool for municipal stormwater assets.

Backed by 3 papers

Strong · 92
LeftSide Trainer: Task-Specific Neglect Rehab Modules
NeuroscienceSpatial Neglect and Hemispheric Dysfunction

A tablet app that helps stroke patients practice specific daily tasks they struggle with due to vision loss.

Strong · 87
IndelCodec: Edit-Error-Correcting Codec for DNA Data Storage
Computer ScienceAlgorithms and Data Compression

A method for storing digital data in DNA that fixes errors caused by missing or extra characters.

Strong · 86
Plume-Chasing Enforcement Software
EngineeringVehicle emissions and performance

A highly viable, evidence-backed enforcement tool that targets a specific regulatory pain point with a clear operational wedge.

Strong · 92
Negative-Triangularity Confinement-Upside Calculator
Physics and AstronomyMagnetic confinement fusion research

A calculator for fusion reactor designers to see how changing the machine's shape increases energy gain.

Strong · 81
HD-HRS Dynamic Sampling Validator
EngineeringEngine and Fuel Emissions

A highly focused, high-utility metrology tool that solves a specific technical bottleneck in the emerging heavy-duty hydrogen infrastructure.

Strong · 87
ADHDMono: A CDH2-Led Gene Panel for Familial ADHD
MedicineAttention Deficit Hyperactivity Disorder

A genetic test for children with family histories of ADHD to find single-gene causes for the condition.

Backed by 2 papers

Strong · 82
FigureFuse: a split-attention linter and auto-fixer for course materials
Business, Management and AccountingAccounting Education and Careers

A tool that finds text separated from diagrams in course materials and merges them into one image.

Backed by 4 papers

Strong · 85
Brunn–Minkowski Invariant Test Suite for Nonlinear PDE Solvers
MathematicsHistory and Theory of Mathematics

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.

Strong · 86
Frontier Judgment Assessment: Testing Who Knows When to Distrust AI
Computer ScienceArtificial Intelligence Applications

A test that measures whether an employee knows when to trust or distrust an AI's answer.

Backed by 2 papers

Strong · 84
NOS Calibration Bench: Pre-Scored Study Set for Reviewer Certification
Decision SciencesMeta-analysis and systematic reviews

A library of pre-scored studies used to train and certify people who review scientific research.

Backed by 2 papers

Strong · 92
ADHD Body Check: Register-Calibrated Physical Screening Plan for Adult ADHD Care
MedicineAttention Deficit Hyperactivity Disorder

Software that gives ADHD doctors a checklist of physical health screenings based on large-scale medical data.

Backed by 3 papers

Strong · 80
Preflight Energy Reserve Planner for Electric Aircraft
EngineeringAerospace and Aviation Technology

A focused, high-utility tool that digitizes critical safety calculations for the emerging electric aviation market, though it overlaps significantly with existing vertiport performance tools.

Backed by 2 papers