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Scientist / Data & AI

Bring model-assisted reasoning into the investigation.

Scientist brings generative AI and agents into research workflows. Researchers can use model-assisted reasoning on analytical material, placing that work within a visible process where collaborators can examine its inputs and assess the interpretations it produces.

Generative AI & agentsScientist

Treat suggested themes as research material to examine.

How it works in Scientist

The team gets a starting point for qualitative coding, with source excerpts available to help researchers assess whether each proposed theme fits the underlying material.

01

Scope the reasoning task

Select the notes relevant to the study and describe the kind of thematic interpretation the research team wants to investigate.

02

Connect the model-assisted step

Bring the reasoning task into the workflow so its source material and proposed interpretation remain part of the analytical process.

03

Review before using the interpretation

Inspect supporting excerpts and ambiguous cases, then refine the coding scheme before treating the proposed themes as research findings.

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