Example Agents
These agents were created by researchers, scientists, and educators using AgentLab. Browse for inspiration—your use case might be completely different, and that's the point.
Literature Reasoning Copilot
Literature Research PhD"Had to go through like 200 papers for my thesis intro... this thing gave me a structured comparison in two days. Would've taken me months otherwise."
— PhD student, Computational Biology
scRNA-seq Copilot
Single-cell Bioinformatics PhD"First time doing single-cell analysis. Got annotated clusters and decent UMAPs without having to debug Scanpy for a week."
— PhD student, Immunology
Spatial Transcriptomics Copilot
Spatial Transcriptomics Postdoc"I just upload my Visium data and it maps out tissue architecture, cell neighborhoods... saves me a ton of time."
— Postdoc, Cancer Biology
Multi-omics Copilot
Multi-omics Integration Scientist"Finally got my CITE-seq and ATAC data into one coherent story. Took forever to figure out how to integrate them before."
— Research Scientist, Genomics Core
Clinical Translation Agent
Clinical Translation MD-PhD"Give it my gene lists, it maps them to pathways, disease relevance, druggability... used to spend weeks doing this manually."
— MD-PhD student, Translational Medicine
Target Assessment Agent
Drug Discovery Target ID Industry"We needed dossiers covering biology, safety genetics, competitive landscape... our BD partners were actually impressed with the output."
— Senior Scientist, Pharma BD
Preclinical Data Analyzer
Preclinical In vivo Industry"It flags translational risks early. Caught a few things in my in vivo data that would've been expensive to miss later."
— Pharmacologist, Biotech
Bioanalytical Method Mentor
Bioanalytical Methods CRO"Learns our team's interpretation patterns, enforces the regulatory criteria... new hires actually get up to speed way faster now."
— Analytical Chemist, CRO
FDA Response Agent
Regulatory FDA Industry"Drafts regulatory sections and... this is the useful part... simulates reviewer questions. Cut our response time roughly in half."
— Regulatory Affairs Lead, Pharma
HTS Data Analyzer
HTS Screening Industry"Ranks hit lists by mechanism, selectivity, ADMET flags. No more spreadsheet nightmare every screening campaign."
— Screening Scientist, Drug Discovery
Virtual Screening Pipeline
Virtual Screening Docking Industry"Prioritizes compounds with docking scores and property filters. I focus on the chemistry part, not debugging the pipeline."
— Computational Chemist, Biotech
SAR Reasoning Agent
SAR Med Chem Industry"Generates SAR reports linking modifications to potency. Sometimes catches patterns I honestly might've missed."
— Medicinal Chemist, Lead Optimization
Talking-to-Data Agent
Data Analytics Analyst"Ask questions in plain English, get answers with provenance. Non-technical folks on the team love it."
— Data Scientist, Healthcare Analytics
Financial Analysis Agent
Finance Analysis Analyst"Market analysis with actual numbers backing it up. Not just vibes... actual quantitative data."
— Portfolio Analyst, Asset Management
Survey Analysis Agent
Survey Qualitative Researcher"Had hundreds of qualitative responses... it coded themes and gave me statistical summaries overnight. Huge time saver."
— UX Researcher, Tech
Lab Onboarding Agent
Onboarding Lab Management Professor"New students ask the agent instead of interrupting me every five minutes. It knows our protocols, papers, code..."
— Professor, Systems Biology
TA Grading Agent
Grading Teaching Professor"Consistent feedback across 300 submissions. TAs calibrate way faster now, and honestly fewer student complaints."
— Course Coordinator, Computer Science
Candidate Screening Agent
Admissions Screening Committee"Structured comparisons instead of scattered notes everywhere. Makes the whole process more fair... and faster."
— Graduate Admissions Chair, Engineering
GenAI Teaching Assistant
Teaching Q&A Student"Office hour help at 2am before the midterm... grounded in actual course materials. Lifesaver honestly."
— Undergraduate, Molecular Biology
Accessibility PDF Annotator
Accessibility PDF Instructor"Converts lecture slides to screen-reader-friendly versions. Students who need it, get it. Pretty straightforward."
— Instructor, Chemistry
Slide Maker
Slides Productivity Consultant"Give it meeting notes, get presentation drafts back. I edit instead of staring at blank slides for an hour."
— Management Consultant
Grant Writing Copilot
Grants Writing Professor"Drafts specific aims following agency guidelines. I iterate on the actual science part, not the formatting."
— Assistant Professor, Neuroscience
Manuscript Revision Agent
Manuscript Revision Postdoc"Point-by-point responses to reviewers with tracked changes. R1 turnaround in days instead of... you know... weeks of dread."
— Postdoc, Bioengineering
Create Your Own
These are just starting points. AgentLab users build agents for lab-specific protocols, niche analysis pipelines, custom teaching workflows, and industry documentation—whatever their expertise demands.
Your knowledge. Your workflow. Your agent.