To Bridge

A scientific journey
with a map.

Research can be chaotic. We provide the workspace to create a verifiable audit trail of your work, ensuring every contributor—human or AI—gets the credit they deserve.

Stemma Labs Interface
Live TrackingAI & Human attributions active

Navigating the complexity of modern research is getting harder.

Ambiguous Attribution

In complex collaborations, individual contributions can easily blur. It becomes difficult to accurately track exactly who contributed what.

The AI "Black Box"

LLMs expedite research, but they obscure authorship. It is often unclear to what extent tools are valid or ethical.

Version Control Hell

Research is non-linear. Without proper tools, projects devolve into a mess of "final_v2.docx" files, losing the valuable context.

A workspace built for clarity.

We provide the toolchain to map the chaos, giving you engineering-grade tools adapted for science.

Time Snapshots

We implement the gold standard of version control (Git) without the learning curve.

The Stemma Tree

We visualize contribution history as a branching tree so you can navigate the timeline.

Powerful Editor

A robust environment powered by the Monaco editor (the engine behind VS Code).

AI & Human Collab

AI agents act as distinct contributors with their own color in the history.

Supported File Formats

We will be constantly expanding our supported file formats to ensure seamless integration.

Code.py .js .r
Word.docx
Markdown.md
PDF.pdf
LaTeX.tex
CSV.csv
Context-Aware Agent

Laika everybody else

Laika acts like any other contributor on your team. You can ask her to review a paragraph, suggest code, or summarize a finding.

Laika