Seedlabs

Ideas catalog

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

AI score1127 ideas
Strong ideas
Strong · 88
Think-Aloud Hero: Metacognitive Strategy-Training Game for ADHD
MedicineAttention Deficit Hyperactivity Disorder

A game that teaches children with ADHD how to plan their approach to a task and review what worked.

Backed by 3 papers

Strong · 85
Fleet-Ready: SARL-to-MARL Migration Advisor
Computer ScienceReinforcement Learning in Robotics

A guide that helps engineers move from a single AI controller to a coordinated team of AI agents.

Backed by 2 papers

Strong · 81
Hippocampal-DMN Plasticity Monitor
PsychologyPsychedelics and Drug Studies

A high-precision B2B diagnostic tool for clinical trials that converts complex fMRI data into a actionable 'plasticity score' to optimize the timing of psychedelic integration therapy.

Backed by 6 papers

Strong · 81
Disinterest Screen for Taste Panels
Arts and HumanitiesPhilosophical Ethics and Theory

A niche but logically sound tool for high-stakes judging panels that converts philosophical concepts of 'disinterest' into a practical bias-weighting module.

Backed by 4 papers

Strong · 82
Reform Reality-Check: A Security-Outcomes Audit for Precarity Reforms
Social SciencesSouth African History and Culture

A high-utility B2B audit service for labor unions that transforms academic theories of 'repressive reform' into a concrete bargaining tool.

Backed by 5 papers

Strong · 83
Accessible Data-Pipeline Linter
Computer ScienceData Visualization and Analytics

A highly focused developer tool that addresses a specific, underserved pain point in the data science workflow with a clear technical implementation path.

Strong · 82
WallPrice: certified no-go maps and GPU pricing before big compute campaigns
MathematicsAnalytic Number Theory Research

A highly specialized consultancy/tool for high-stakes mathematical research that prevents wasted multi-million dollar compute spends through formal feasibility proofs.

Backed by 2 papers

Strong · 88
PCSK9i First-Event Benefit Card
MedicineLipoproteins and Cardiovascular Health

A simple card helping doctors and patients decide if a cholesterol injection is right for someone who has never had a heart attack.

Strong · 83
Strategic Unity Charter Kit: Facilitated Chartering for Coalitions That Span Difference
Social SciencesFeminist Theory and Gender Studies

A highly focused, low-friction toolkit that translates academic theories of agonistic pluralism and strategic unity into a practical governance product for high-stakes advocacy coalitions.

Backed by 2 papers

Strong · 84
Politeness Shift Mapper for Letter Archives

A tool that analyzes old letters to show how the relationship between two people changed over time.

Backed by 3 papers

Strong · 81
Grid-Aware Road Pricing Engine
EngineeringIntegrated Energy Systems Optimization

A highly specialized optimization engine that bridges traffic management and grid stability, though it relies on the slow adoption of wireless power transfer (WPT) infrastructure.

Backed by 3 papers

Strong · 84
Portable Benefits Account for Gig Workers
Health ProfessionsEmployment and Welfare Studies

A focused fintech tool for high-earning freelancers to automate the 'due diligence' of benefits and taxes, avoiding the legal pitfalls of employer-sponsored plans.

Backed by 4 papers

Strong · 84
SC Casebook: Annual State-of-the-Art HPC Onboarding Curriculum
Computer ScienceParallel Computing and Optimization Techniques

A training course for supercomputer staff based on the latest high-performance computing research papers.

Backed by 2 papers

Strong · 82
Latifundism Reform-Readiness Screen for Land-Tenure Programs
Economics, Econometrics and FinanceHistorical and socio-economic studies of Spain and related regions

A tool for NGOs to see if a region's land ownership structure is ready for reform before they spend money.

Backed by 5 papers

Strong · 82
FluidSight: FAS-ISAC Cell-Site Antenna for Low-Altitude Airspace
EngineeringAntenna Design and Analysis

A flexible antenna for cell towers that can handle phone traffic and track low-flying drones at the same time.

Backed by 3 papers

Strong · 88
Walk-Through Eshnunna: 3D Twin of the Gimilsin Temple and Palace of the Rulers
Arts and HumanitiesAncient Near East History

A 3D digital walkthrough of ancient Iraqi buildings for museums and heritage offices to explore.

Strong · 82
Neuro-Plasticity Biomarker Tracker
PsychologyPsychedelics and Drug Studies

A highly specialized diagnostic tool for a niche clinical trial market with strong scientific grounding but significant operational hurdles due to fMRI costs.

Backed by 3 papers

Strong · 80
Period-Standard Poisoning Screener for Historical Deaths
MedicinePoisoning and overdose treatments

A research tool that analyzes historical death records to see if the symptoms match poisons known at the time.

Strong · 83
Résumé→Abstract: FR–EN Abstract Generator for Linguistics Journals

A service that translates linguistics research abstracts between French and English for academic journals.

Backed by 3 papers

Strong · 88
Mid-IR Erbium-Doped Fluoride Fiber Laser for Soft-Tissue Surgery
EngineeringOptical Network Technologies

A high-precision surgical tool leveraging mid-IR fluoride fibers to match water absorption peaks, offering a significant form-factor advantage over bulky solid-state mid-IR lasers.