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 · 86
Exosome-Fraction HSP72 Test for Exercise Adaptation vs. Damage
Biochemistry, Genetics and Molecular BiologyHeat shock proteins research

A blood test for athletes to tell if a protein spike means the body is adapting or if there is tissue damage.

Backed by 5 papers

Strong · 83
Higgs-Portal GeV Dark Matter Detector Forecast Tool
Physics and AstronomyDark Matter and Cosmic Phenomena

A highly focused, feasible utility that bridges a specific theoretical benchmark to experimental reality, though it faces a small total addressable market of specialized physicists.

Backed by 2 papers

Strong · 86 Prototype
Psychedelic-Integrated Clinical Pathway (PICP) Certification
PsychologyPsychedelics and Drug Studies

A timely B2B infrastructure play that solves the 'implementation gap' for psychedelic medicine by providing the operational and safety standards required for clinical adoption.

Backed by 16 papers

Strong · 86
Agent Delegation Cockpit for BI Dashboards
Computer ScienceData Visualization and Analytics

A control panel for BI tools that lets analysts assign specific tasks to different specialized AI agents.

Backed by 5 papers

Strong · 84
Driver-Triage Engine for Arid-Land Restoration Programs
Agricultural and Biological SciencesSoil erosion and sediment transport

A tool for land agencies to see if dryland damage is caused by weather or overuse before spending restoration funds.

Backed by 2 papers

Strong · 89
Spike-Raster Complexity Profiler for SNN Engineers
Computer SciencePsychiatry, Mental Health, Neuroscience

Software that gives engineers a single number to describe how complex the activity in their brain-chip is.

Strong · 84
TrapWorth: A Locust Trapping Break-Even Planner for Maize Farmers
MedicineMathematical and Theoretical Epidemiology and Ecology Models

A tool for maize farmers to see if trapping locusts for money is better than using chemicals.

Strong · 84
RubricLens: Evidence-Based Competency Assessment for PBL Science Projects
Social SciencesProblem and Project Based Learning

A tool for teachers to track specific skills like teamwork and inquiry in science projects.

Strong · 89
Gravitational-Wave Observatory Configuration Yield Comparator
Physics and AstronomyPulsars and Gravitational Waves Research

A tool that compares different designs for gravitational wave detectors to see which one finds more signals.

Strong · 80
Sports Law Launchpad: Credit-Mapped Course Kit for Law Faculties
Social SciencesLegal Education and Practice Innovations

A complete course kit that lets any law school start teaching sports law without a specialist.

Strong · 86
Slurry-Optimized Precision Polishing Service
EngineeringMetal and Thin Film Mechanics

A highly focused, technically grounded service that leverages a specific tribological discovery to offer precision surface engineering for high-value industrial coatings.

Backed by 2 papers

Strong · 88
Exercise-Microbiome Controlled-Trial CRO
Biochemistry, Genetics and Molecular BiologyGut microbiota and health

A research service that helps nutrition brands prove their products work using exercise and gut studies.

Backed by 3 papers

Strong · 84
Cancer Fatigue Pathway Panel
MedicineCancer survivorship and care

A test that identifies the biological cause of cancer fatigue to track if treatment is working.

Backed by 3 papers

Strong · 85
Spec-to-Space: A Write-Once, Render-Anywhere Visualization Compiler
Computer ScienceData Visualization and Analytics

A tool that takes one chart description and turns it into views for screens, phones, and VR headsets.

Backed by 3 papers

Strong · 83
Ultra-Compact 200G MDM-WDM Transceiver Chiplet
Physics and AstronomyHistory and Developments in Astronomy

A highly specialized photonic chiplet targeting the high-growth CPO (Co-Packaged Optics) market with a strong technical foundation in hybrid MDM-WDM multiplexing.

Backed by 13 papers

Strong · 92
ClusterCompare: A Decision-Support Advisor for Choosing Clustering Methods
Computer ScienceData Visualization and Analytics

A plugin that compares different data grouping methods to help scientists pick the best one for their project.

Backed by 2 papers

Strong · 89
Tell Asmar Footprint Watch
Arts and HumanitiesAncient Near East History

A highly focused, evidence-backed monitoring tool that transforms static archaeological maps into a dynamic security alert system for high-risk burial zones.

Backed by 3 papers

Strong · 91
Odyssey Diary: Clinician-Ready Symptom Timelines for the Undiagnosed
Arts and HumanitiesEvolution and Science Education

A highly focused, low-risk utility tool that solves a genuine pain point for rare-disease patients by structuring longitudinal data for clinicians without overstepping into diagnosis.

Backed by 3 papers

Strong · 85
Agentic Viz Pattern Cards
Computer ScienceData Visualization and Analytics

A library of design patterns that helps product teams decide how AI agents should work together in BI tools.

Backed by 3 papers

Strong · 84
Neolithic Diaspora Story Layer for DNA Ancestry Reports
Earth and Planetary SciencesArchaeology and ancient environmental studies

A feature for DNA tests that tells users which ancient farming migration their ancestors were part of.