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 · 88
RealRoom AR: Real-Environment Mission Game for Childhood ADHD
MedicineAttention Deficit Hyperactivity Disorder

An augmented-reality app that turns daily chores and school routines into missions for kids with ADHD.

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
Comorbidity Mechanism Testing Service for Longitudinal Symptom Data
MedicineAttention Deficit Hyperactivity Disorder

A high-value, specialized consulting-as-a-service offering that converts complex longitudinal research methodology into actionable clinical trial design and treatment sequencing strategies.

Backed by 2 papers

Strong · 89
ProtoFilter: Typicality Scoring for Emotional Speech Training Corpora
Computer ScienceSpeech Recognition and Synthesis

A tool that finds and keeps the most typical examples of emotional speech while removing errors from a dataset.

Backed by 3 papers

Strong · 88
TherapyCast 2050: Emerging-Market Breast Cancer Medicine Demand Forecast
MedicineGlobal Cancer Incidence and Screening

A focused B2B demand-forecasting tool that translates epidemiological projections into actionable supply-chain volumes for pharmaceutical manufacturers in emerging markets.

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 · 85
RoundTripGuard: exact-rational linter for silent rendering defects in numerical artifacts
MathematicsAnalytic Number Theory Research

A highly specialized CI tool for high-precision scientific computing that solves a real, documented problem of silent numerical corruption during serialization.

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
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

Strong · 87
Profile-First Recruitment Registry for Neurodevelopmental Trials
MedicineAttention Deficit Hyperactivity Disorder

A high-utility recruitment infrastructure that operationalizes the transdiagnostic shift in neurodevelopmental research to reduce trial noise and increase statistical power.

Backed by 3 papers

Strong · 88
Waveform-Model Systematics Auditor for Gravitational-Wave Events
Physics and AstronomyPulsars and Gravitational Waves Research

A service that checks if gravitational wave findings change when using different mathematical models.

Backed by 2 papers

Strong · 81
Low-Force Orthodontic Resin for Sensitive Patients
DentistryOrthodontics and Dentofacial Orthopedics

A highly focused material play that leverages existing research to create a 'gentle' aligner niche for sensitive populations, though it faces significant regulatory and adoption hurdles.

Backed by 2 papers

Strong · 86
High-Emitter Detection Service (HEDS)
EngineeringVehicle emissions and performance

A highly feasible, evidence-backed tool for regulatory enforcement that targets the 'super-emitter' Pareto distribution in urban traffic.

Backed by 2 papers

Strong · 92
ADHD-Adapted Preconception Weight Program
MedicineAttention Deficit Hyperactivity Disorder

A weight-management program for women with ADHD who are planning to get pregnant.

Backed by 3 papers

Strong · 81
Roadside Amine-Specific Air Filtration
EngineeringVehicle emissions and performance

A targeted chemical filtration product that addresses a specific, evidence-backed gap in indoor air quality by removing gaseous precursors of ultrafine particles.

Backed by 2 papers

Strong · 88
Exposure Is Harm: Evidence Briefings for Family Court and Child Welfare
Social SciencesIntimate Partner and Family Violence

A high-utility translation tool that converts complex neurobiological research into actionable evidence for legal decision-makers to prevent the under-treatment of witnessed domestic violence.

Backed by 6 papers

Strong · 82
Immune-Age Panel for Senior Walking Programs
MedicineExercise and Physiological Responses

A blood test for seniors to see if walking programs are improving their immune system balance.

Backed by 13 papers

Strong · 88
Shuffle-Control Verifier for Spiking-Network Claims
Computer SciencePsychiatry, Mental Health, Neuroscience

An audit tool that proves if a brain-chip's signal is actually organized or just random noise.

Strong · 88
CFD Dust-Contamination Validation Suite
EngineeringVehicle emissions and performance

A highly focused, high-value B2B data product that solves a specific technical gap in automotive CAE simulation with a clear path to adoption.

Strong · 85
First-Line TNBC Decision Aid: Sacituzumab Govitecan vs Chemotherapy
Biochemistry, Genetics and Molecular BiologyBreast Cancer Treatment Studies

A tablet app that helps breast cancer patients compare the benefits of a new drug versus standard chemotherapy.