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Theo Collaborator

For Researchers

An adaptive research environment

Ideas can branch, assumptions can change, and results are verifiable.

For Business

Bring Theo Collaborator to your team

See how it fits into your organization's research workflow, with a session built around your use case.

Designed for researchers working with complex ideas and evolving workflows.

Theo Collaborator

A new way to work with research
01

Guided by domain-specialized AI

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

02

Structure your research before you execute it 

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

03

Steer research as it unfolds 

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

04

Re-run only what matters 

Modify part of your research workflow without restarting everything.

05

See how results were produced 

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

06

Catch gaps early 

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

Theo Collaborator Framework

A non-linear, collaborative research system with verification and provenance.
Theo Collaborator Framework
Capabilities
  • Scientific reasoning
  • Code generation
  • Literature synthesis
  • Structured information extraction
  • Memory & provenance
  • Non-linear execution and branching
Human Expert / Researcher
  • Sets goals
  • Reviews/branches
  • Approves/redirects
  • Adds domain judgement
Scientific Tools
  • Computational tools (Python, Mathematica, Sage, etc.)
  • Theo Conjecture & Discovery
  • Scientific modeling
  • Domain specific physics tools
  • Deep literature and data search
  • HPC & scalable execution
Iterate / Refine
Guide / Steer
Iterate / Refine
Orchestrator
Swap / Experiment
Branch / Export / Fork
Revise / Reroute
Theo Model Pool
  • Frontier models
  • Specialized models from fine-tuned Open Weights models.
  • Physics Foundational Models (soon)
Verification & Formalization
  • Numerical & symbolic verification
  • Cross-model review
  • Formalization & proof (Lean support)
Inspect / Curate / Export / Share / Publish
Dynamic Research Object
LIVE
Living research record with claims, evidence, provenance, branches, and formalized outputs.

Collaborative by design

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: think, structure, and iterate on research