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 · 80
Focus Sprint: 20-Minute Pre-Homework Exercise Primer for ADHD
MedicineAttention Deficit Hyperactivity Disorder

An app that guides children through a 20-minute workout to boost their focus right before they start homework.

Backed by 2 papers

Strong · 88
Richness Survey Stop-Rule Planner
Environmental ScienceEcology and Vegetation Dynamics Studies

A highly focused, practical tool that converts ecological theory into a cost-saving operational efficiency for environmental consultants.

Strong · 89
ColonizeCheck: Colonization-Predictive Probiotic Screening for Livestock
Immunology and MicrobiologyAntibiotic Use and Resistance

A lab service that finds the best probiotic strain for a specific herd of animals to replace antibiotics.

Backed by 3 papers

Strong · 88
RollingIssue Alerts: Mid-Year Update Monitoring for Evolving Journals
Arts and HumanitiesLatin American history and culture

An alert system that notifies researchers when new articles are added to ongoing journal issues.

Backed by 2 papers

Strong · 88
Pre-Field Wording Audit for Surveys and Polls
PsychologyDeception detection and forensic psychology

A review service that fixes biased or confusing questions in surveys before they are sent out.

Backed by 2 papers

Strong · 81
Ill-Structured Problem-Solving Assessment Builder
Social SciencesMathematics Education and Teaching Techniques

A specialized authoring tool for high-stakes assessment publishers to transition from routine math testing to validated, process-oriented problem-solving metrics.

Backed by 6 papers

Strong · 89
Camu-Camu Vitamin-C Lot Certification Service
Agricultural and Biological SciencesSeed and Plant Biochemistry

A certification service that guarantees the amount of vitamin C in batches of camu-camu fruit.

Strong · 88
OnManifold: certified Lie-group state propagation for robots and spacecraft
MathematicsAdvanced Algebra and Geometry

A library for robot and spacecraft software that tracks movement and orientation without glitches.

Strong · 80
Sim-vs-Silicon Spike-Complexity Probe
Computer SciencePsychiatry, Mental Health, Neuroscience

A tool for chip makers to check if a physical brain-like chip behaves the same as its digital simulation.

Strong · 92
Waitlist Watch: National Adult ADHD Waiting-Time Registry
MedicineAttention Deficit Hyperactivity Disorder

A public registry that tracks and compares ADHD waiting times across different healthcare providers.

Backed by 3 papers

Strong · 92
Colonial Provenance Display Audit
Arts and HumanitiesCultural Identity and Heritage

A highly focused, low-friction service that converts academic provenance research into actionable museum display updates, avoiding the political deadlock of restitution.

Strong · 88
NEPD-Specific Forensic Toxicology Screening Panel
Biochemistry, Genetics and Molecular BiologyMetabolism and Genetic Disorders

A highly focused, evidence-backed diagnostic protocol for a specific NPS, though it functions more as a laboratory method than a scalable venture-backed product.

Backed by 2 papers

Strong · 88
LinnBase: A 1753 Native-Range Baseline for Invasive Plants
Agricultural and Biological SciencesBotany and Plant Ecology Studies

A map showing where plants were originally found in 1753 to help biologists track invasive species.

Backed by 2 papers

Strong · 81
Tire Compound Eco-Label & Reformulation Advisory Service
EngineeringVehicle emissions and performance

A timely, high-utility regulatory compliance service that leverages specific wear-rate physics to help tire manufacturers navigate Euro 7 non-exhaust emission mandates.

Backed by 3 papers

Strong · 89
VersionLink: Cross-Version Record Linking for Materials Databases
Environmental ScienceSmart Materials for Construction

A highly focused B2B utility that solves a specific, documented pain point for high-value bibliographic data providers using domain-specific NER.

Backed by 4 papers

Strong · 88
GridIntake: A Repertory-Grid Case-Formulation Module for Talk Therapists
PsychologyCognitive and psychological constructs research

A visual mapping tool for therapists to chart a client's personal beliefs and track how they change over time.

Backed by 2 papers

Strong · 83
Gadolinium-Free Glioma Grading Assistant
Computer ScienceTopic Modeling

A high-impact clinical tool that leverages 'virtual contrast' to enable glioma grading for patients with contraindications to gadolinium, though it requires significant prospective validation to move from image synthesis to diagnostic grading.

Backed by 6 papers

Strong · 81
ADHD-vs-SUD Gray-Matter Pattern Readout for Adolescent Psychiatry
MedicineAttention Deficit Hyperactivity Disorder

Software that looks at brain scans to tell if a teen's symptoms are caused by ADHD or drug use.

Backed by 6 papers

Strong · 91
Provenance-Network Explorer for Digitized Library Collections
MedicinePoisoning and overdose treatments

A tool that maps the previous owners of digitized library books to help historians trace intellectual links.

Strong · 89
Dataset-Swap Robustness Auditor for Cosmology
Physics and AstronomyCosmology and Gravitation Theories

A tool for space scientists that checks if a discovery stays true when using different data sets.

Backed by 5 papers