Build the lab group you need.
Start with integrated agents, customize a copy, or create your own specialists. Give small teams a shared task and a lead.
Meet your agents
Your personal
AI lab group
Build your team. Follow the evidence. Put your ideas to the test.
One workspace for the whole investigation
DataExperimentsEvidenceReview
Good research takes a team.
Meet yours.
Explore agents, workflows, and scientific reviews in a ready-to-use demo. No account needed.
Choose an agent or a small team, attach your evidence, and set the direction in plain language.
No sign-in neededSample data. No AI calls.
Actual workspace screenshots with example data. Explore the interactive demo without signing in; responses are scripted.
The careful parts of research.
Connected.
Connect a research process.
Turn a good investigation into a repeatable workflow. Connect agents, reusable tools, review steps and decisions on a visual canvas.
Design a workflowChallenge what you believe.
Stress-test an idea, paper or result with a curated specialist or council. Inspect the evidence, uncertainty and suggested tests.
Explore stress testingMake your methods reusable.
Describe a research tool in your own words, review its AI-drafted instructions and capabilities, then give it to your agents or use it in a workflow.
Explore research toolsA more natural workflow
Start with a question.
Stay in control.
Describe the goal and choose your agents. Build a workflow when the process is worth repeating, then challenge the result before moving forward.
Get started- 01
Bring your materials
Add your datasets and papers. Keep the original files intact.
- 02
Set the direction
Describe your objective. Review the plan before it runs if you want.
- 03
Inspect what comes back
Review findings, follow their sources, and choose your next step.
Your judgment comes first.
Review the plan and guide the work. The assistant supports your decisions.
The context stays together.
Files, results, and earlier attempts stay connected to the same project.
Notes from the lab.
All postsA better investigation starts with a smaller question.
How to turn “analyze my data” into a useful first conversation with your AI lab group.
A model score is only as useful as its split.
Why the boundary between training and test data belongs in the research question.
Keep the evidence close to the answer.
A practical habit for reviewing AI-assisted research and preserving what comes next.
A few things
worth knowing.
Can I try it without signing in?
Yes. The interactive demo uses the real workspace screens with synthetic sample data and scripted responses. Explore agents, workflows, stress tests and results without an account or any AI API calls. Demo edits reset when you refresh; uploads and live research require sign-in.
Do I need to know how to code?
No. Describe what you want in plain language. Customize your agents and connect research steps in a visual workflow when you want a repeatable process.
Which files can I work with?
Add CSV datasets and PDF research papers. Your original files are preserved, and derived results remain connected to their sources.
What if I need help with a control?
Product Support is always available inside the signed-in workspace. Ask how a button works, explore the workflow guides, or get help choosing your next step.
Does a council guarantee a sound result?
No. Curated reviewers apply distinct methods, statistics and evidence lenses. They use the configured provider and can share blind spots. Their critiques support scientific judgment and do not replace independent validation or peer review.
Which AI does it use?
DeepSeek and Anthropic adapters are supported. Your workspace owner configures the provider, models, and agent availability.
Is my raw data sent to the AI?
By default, the assistant sees column names and summary statistics while analysis runs on the workspace server. Access to materials is governed by your workspace’s execution policy.
Can I review or stop the work?
Yes. Ask to review the plan first, inspect the results, and use the available pause or cancel controls as the work progresses.
Your next question
starts here.
Your data. Your direction. Your personal AI lab group.
Get started