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 · 89
FocusSprint VR: 4-Week Supervised Immersive Attention Course for Pediatric ADHD
MedicineAttention Deficit Hyperactivity Disorder

A four-week virtual reality course delivered in clinics to help children with ADHD improve their attention.

Backed by 3 papers

Strong · 85
Chip-Integrated Visible Source via Organic Frequency-Doubling Waveguide
Materials ScienceNonlinear Optical Materials Research

A high-potential hardware play that replaces bulky discrete laser arrays with a chip-scale organic frequency-doubler for life-science instrumentation.

Backed by 2 papers

Strong · 88
EchoServe: Side-Observation Creative Rotation for Ad Servers
Decision SciencesAdvanced Bandit Algorithms Research

An ad-serving engine that predicts which ads will work by looking at the performance of similar ones.

Backed by 2 papers

Strong · 92
TrendClear: Non-Inferiority Parallel-Trends Clearance for DiD Studies
MathematicsAdvanced Causal Inference Techniques

A math module that helps researchers prove their study results aren't just a coincidence of trends.

Backed by 2 papers

Strong · 86
Upland Camu-Camu Plantation Starter Kit
Agricultural and Biological SciencesSeed and Plant Biochemistry

A starter kit with seedlings and instructions to grow camu-camu on dry land instead of riverbanks.

Strong · 84
Micro-Organiser Hints: interactive graph explorations that replace text hints
Social SciencesMathematics Education and Teaching Techniques

Interactive graphs for math students that let them feel how a slope changes instead of reading text.

Backed by 2 papers

Strong · 92
Participation Trail: Evidence Packs for Co-Design Claims
Business, Management and AccountingInnovative Approaches in Technology and Social Development

A tool that tracks which design changes were suggested by which participants to prove a product was co-designed.

Strong · 89
Ocean Sink Baseline Reconciler for Ocean CDR MRV
Environmental ScienceAtmospheric and Environmental Gas Dynamics

A service that helps carbon removal companies prove how much CO2 the ocean is actually absorbing in their project area.

Strong · 88
TEVAR NeuroGuard — Per-Case Neuroprotection Planner for Aortic Stent Repair
MedicineAortic Disease and Treatment Approaches

A highly focused clinical decision support tool that digitizes a specific, high-stakes set of guidelines to reduce avoidable surgical complications.

Strong · 86
Symbolic Agent Governance Registry
Computer ScienceArtificial Intelligence Applications

A digital logbook that records every rule an automated agent followed to prove it obeyed the law.

Backed by 4 papers

Strong · 80
Monday Protocol Cards — clinic-ready treatment parameters from accepted PT research

Weekly summary cards that turn new physiotherapy research into simple treatment steps for clinic staff.

Strong · 83
CardioMedia Studio — Novel-Media Packs for Cardiology Journals

A service that turns medical papers into short videos and audio clips for cardiology journals.

Backed by 3 papers

Strong · 87
Genre-Aware Narrative Screener for school SLPs
PsychologyReading and Literacy Development

A high-impact, specialized diagnostic tool that addresses a systemic bias in special education referrals with a clear, evidence-backed mechanism.

Backed by 2 papers

Strong · 87
Horizon-Shock ESG Demand Signal
Business, Management and AccountingCorporate Social Responsibility Reporting

A highly focused, quantitative signal for systematic funds that converts academic findings on investor horizons and flow elasticity into a tradable event-driven strategy.

Backed by 2 papers

Strong · 93
Chaperokine Fingerprint Lot-Release Assay for Recombinant Hsp70
Biochemistry, Genetics and Molecular BiologyHeat shock proteins research

A quality-control test to ensure lab-made proteins trigger the right immune receptors.

Backed by 2 papers

Strong · 85 Prototype
eHighway GHG Savings Calculator
EngineeringVehicle emissions and performance

A highly focused carbon-accounting tool that leverages specific marginal-emission research to provide audit-grade GHG reporting for eHighway operators, though it faces significant novelty challenges due to existing similar concepts.

Backed by 3 papers

Strong · 86 Prototype
Automated Aligner Efficacy Validator
DentistryOrthodontics and Dentofacial Orthopedics

A highly focused B2B hardware tool that transforms a research-grade prototype into a standardized industrial validator for the rapidly growing 3D-printed aligner market.

Backed by 5 papers

Strong · 82
PalmID: DNA Authentication for the Rare Palm Seed Trade
Agricultural and Biological SciencesPlant Diversity and Evolution

A highly focused, commercially viable trust-layer for a niche but high-value luxury plant market, leveraging a newly stabilized taxonomic framework.

Strong · 92
Active-Ingredient Scorecard: Component-Dosage Audit for Parent-Training Programs
MedicineAttention Deficit Hyperactivity Disorder

A service that audits parent-training manuals to ensure they teach actual skills rather than just giving lectures.

Backed by 2 papers

Strong · 92
Crisis Tier Thermostat: De-Escalation Governor for Safety Chatbots
Social SciencesEthics and Social Impacts of AI

A tool for safety chatbots that lets them lower the crisis alert level as a user becomes calmer.

Backed by 2 papers