top of page

Theo Collaborator: A new way to work with research

Structure your research before you execute it 

Build clear, complete research plans with guided validation (including questions, assumptions, methods, evaluation).

Steer research as it unfolds 

Intervene at any step - adjust variables, assumptions, or methods throughout your research. 

Re-run only what matters 

Modify part of your research workflow without restarting everything. 

See how results were produced 

Inspect each stage of reasoning and execution, not just the final output. 

Guided by domain-specialized AI

Integrated directly with Theo, our AI Physicist built for scientific research.

Catch gaps early 

Surface missing assumptions, unclear metrics, or weak methodology before spending any time or compute resources. 

Theo Collaborator

Plan, execute, and revise research, without starting over 

Restarting research workflows from scratch

Losing context across tools and iterations 

Committing to plans you’re not confident in

Research doesn’t happen in a straight line

Assumptions change, hypotheses are refined, and often, early decisions need to be revisited. With today’s AI tools, that means: 

Research doesn’t happen in a straight line

Assumptions change, hypotheses are refined, and often, early decisions need to be revisited. With today’s AI tools, that means: 

Restarting research workflows from scratch

Losing context across tools and iterations 

Committing to plans you’re not confident in

Theo Collaborator: A new way to work with research

Structure your research before you execute it 

Build clear, complete research plans with guided validation (including questions, assumptions, methods, evaluation).

Steer research as it unfolds 

Intervene at any step - adjust variables, assumptions, or methods throughout your research. 

Re-run only what matters 

Modify part of your research workflow without restarting everything. 

Built on Theo, the AI Physicist 

Theo Collaborator connects directly to Theo, our domain-specialized AI Physicist for scientific research. 

 

Theo Collaborator can surface gaps or unclear elements while preserving context across iterations. The result is a coherent research environment, where structured workflows and domain-specialized models work together to support scientific discovery.

AI Physicist Architecture Feb 2026.png

Theo Collaborator: think, structure, and iterate on research

bottom of page