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 · 86
ADHD Equity Gap Decomposer: Access vs. Utilization Analytics for Children
MedicineAttention Deficit Hyperactivity Disorder

An analytics tool for health agencies to see if racial gaps in ADHD care are caused by getting into the clinic or staying in care.

Backed by 3 papers

Strong · 89
BreachHorizon: Weeks-Ahead Capacity Alerts for Cloud Monitoring Metrics
Computer ScienceTime Series Analysis and Forecasting

A monitoring tool that warns cloud teams weeks in advance before their servers run out of space or speed.

Backed by 2 papers

Strong · 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

Strong · 92
Young-Adult ADHD Symptom Attribution Tool
MedicineAttention Deficit Hyperactivity Disorder

A high-utility clinical tool that addresses a specific, evidence-backed diagnostic failure point in the rapidly growing adult ADHD telehealth market.

Backed by 4 papers

Strong · 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

Strong · 92
CoordCheck: Expected-Fingerprint Sheets for Metal-Complex Synthesis

A tool for chemists to compare the measured properties of a new metal compound against expected values.

Strong · 84
IL-38 Tumor Immune-Escape Score
Biochemistry, Genetics and Molecular BiologyInflammasome and immune disorders

A biopsy test that identifies if a tumor is hiding from the immune system to help pick the right therapy.

Strong · 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

Strong · 85
Greater China Media Framing Monitor
Social SciencesMultilingual Education and Policy

A high-value, specialized intelligence tool that solves a genuine pain point for multinationals in Greater China by moving beyond keyword counts to discourse analysis.

Backed by 2 papers

Strong · 89
DriftMap: Dynamic Topic Timeline for Narrative Monitoring
Computer ScienceData Visualization and Analytics

A focused visualization tool that solves a documented gap in topic modeling by adding a temporal dimension to narrative tracking.

Strong · 81
SeasonWatch: One-Map Respiratory Co-Circulation Explorer for Health Departments
Computer ScienceData Visualization and Analytics

A map for health departments that shows flu, RSV, and COVID spreading in one view instead of separate screens.

Strong · 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

Strong · 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

Strong · 86
Urban Emission Digital Twin
EngineeringVehicle emissions and performance

A high-utility strategic planning tool for municipalities that transforms open traffic data into policy-grade emission simulations with critical uncertainty quantification.

Backed by 6 papers

Strong · 89
SparedPath: Memory-Channel Matcher for Amnesia Therapy
NeuroscienceSpatial Neglect and Hemispheric Dysfunction

A tool for memory clinics that finds which learning methods still work for a patient with amnesia.

Backed by 2 papers

Strong · 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

Strong · 89
SculptPath Replay: Record Visual Exploration as Executable, Auditable Queries
Computer ScienceData Visualization and Analytics

A plugin that records a user's data exploration steps so others can replay and audit the process like code.

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 · 84
PreShot: Physics-Fidelity Dry Runs for Small Quantum Circuits
Computer ScienceQuantum Computing Algorithms and Architecture

A simulation service that tests small quantum circuits for errors before they are run on real hardware.

Backed by 2 papers

Strong · 87
HER2 Borderline Resolver: Multi-Omics Reflex Test for Equivocal Breast Biopsies
Biochemistry, Genetics and Molecular BiologyBioinformatics and Genomic Networks

A detailed test for breast biopsies with unclear results to decide if a patient should get a specific drug.

Backed by 4 papers