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 · 94
GWAS Lead-SNP Causal-Gene Annotator
Biochemistry, Genetics and Molecular BiologyGenomics and Chromatin Dynamics

A tool for drug developers that identifies which gene is actually causing a trait found in genetic studies.

Backed by 2 papers

Strong · 96
ArmDiff: Cell-Type-Specific Treatment-Arm Reports for Single-Cell Clinical Trials
Biochemistry, Genetics and Molecular BiologySingle-cell and spatial transcriptomics

Reports for clinical trials that show how different cell types respond to a treatment compared to a placebo.

Strong · 85
Stroke Pathway Resync: 2026 AHA/ASA Guideline Change Mapping for Hospitals and EMS
MedicineAcute Ischemic Stroke Management

A service that updates hospital and ambulance protocols to match the newest 2026 stroke guidelines.

Backed by 2 papers

Strong · 92
ctDNA-Clearance Maintenance Report for Osimertinib-Chemo
MedicineLung Cancer Treatments and Mutations

A blood-test report that tells lung cancer doctors if a tumor's DNA is gone, meaning they can stop certain chemo drugs.

Backed by 5 papers

Strong · 82
SOFA-2 Trial Kit: Standardized Cross-Site Scoring for Sepsis Trial Eligibility and Endpoints
MedicineSepsis Diagnosis and Treatment

A tool for clinical trials to ensure sepsis is scored exactly the same way across different hospitals.

Backed by 2 papers

Strong · 94
EdgeGuard: Solvent-Confinement Edge-Protection Kit for Perovskite Module Lines
EngineeringPerovskite Materials and Applications

A highly focused, evidence-backed manufacturing tool that solves a specific, high-value bottleneck (IEC 61215 certification) for perovskite module scaling.

Backed by 2 papers

Strong · 85
Clear-Aligner Force-Decay Predictor
Materials SciencePolymer Science and PVC

A highly focused B2B engineering tool that converts polymer physics into a practical design utility for aligner manufacturers to optimize wear cycles.

Backed by 4 papers

Strong · 97
EpitopeLock: De Novo Nanobody Design Service with Structure-Verified Epitope Targeting
MedicineMonoclonal and Polyclonal Antibodies Research

A service that designs custom nanobodies to hit a precise spot on a protein structure.

Strong · 85
Cisplatin-DNA Adduct Immunoassay Kit for Drug Development PD
MedicineChemotherapy-induced organ toxicity mitigation

A lab kit for drug developers to measure how much a platinum-based cancer drug is damaging DNA in cells.

Strong · 96
Stay-On Tirzepatide GI Tolerance Service
MedicineDiabetes Treatment and Management

A coaching service that helps diabetes patients manage stomach side effects so they don't stop taking their medication.

Strong · 92
Shared-Care Bridge: Private-to-NHS ADHD Handoff Pack
MedicineAttention Deficit Hyperactivity Disorder

A digital folder that helps patients move their ADHD diagnosis and records from a private clinic to the NHS.

Backed by 3 papers

Strong · 93
GasSaturate: Equivalence-Guaranteed Gas Optimizer for Smart Contracts
Computer ScienceLogic, programming, and type systems

A high-utility developer tool that applies a proven optimization technique (equality saturation) to a high-value problem (EVM gas costs) with a strong focus on correctness.

Strong · 92
DotCheck: A Five-Minute Digital Dot-Counting Validity Screen for Brief and Remote ADHD Assessments
MedicineAttention Deficit Hyperactivity Disorder

A quick digital test for adults to check if their ADHD symptoms are consistent with a diagnosis.

Backed by 4 papers

Strong · 93
100-Day Vax-Window Coordinator for Checkpoint Inhibitor Starts
MedicineCancer Immunotherapy and Biomarkers

A scheduling tool that ensures cancer patients get a booster shot at the best time for survival.

Strong · 89
Pancreatic Stent Recall Safety Net
MedicineGallbladder and Bile Duct Disorders

A registry that tracks pancreatic stents to ensure they are removed or passed and not forgotten.

Strong · 96
ShadowCheck: Official-Protocol Sampling Audits for Poultry Plants
Agricultural and Biological SciencesSalmonella and Campylobacter epidemiology

A lab service that checks poultry plants' salmonella tests to make sure their internal data is accurate.

Strong · 92
PauseProbe — Timed Point-of-Care Ultrasound Workflow for Cardiac Arrest
MedicineCardiac Arrest and Resuscitation

A highly focused clinical workflow tool that operationalizes new 2025 AHA guidelines to standardize POCUS during cardiac arrest without introducing hardware risk.

Strong · 82
Aligner Force-Decay Predictor
DentistryOrthodontics and Dentofacial Orthopedics

A highly specific decision-support tool that converts lab-based stress-relaxation and degradation data into a clinical staging guide for direct-print aligners.

Backed by 5 papers

Strong · 92
CDH2 Prodomain Cleavage Assay: VUS Resolution for Neurodevelopmental Labs
MedicineAttention Deficit Hyperactivity Disorder

A lab service that tests specific genetic variants to see if they break a protein needed for brain development.

Strong · 93
Diagnosed-but-Untreated: ADHD Treatment-Gap Outreach for Health Plans
MedicineAttention Deficit Hyperactivity Disorder

A system for health plans to find children with an ADHD diagnosis who aren't getting any treatment.

Backed by 3 papers