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Private AI Private research workspace
Bring literature, experimental records, and approved scientific models into one controlled environment.
Blueprint use case Enterprise pattern
Life sciences research workflows
Connect scientific models, literature, experimental records, and governed research agents inside a private environment.
Scoped enterprise engagement · Suggested model mix: Approved scientific models, QGI Fusion, QGI Documents, governed agents, and provenance-aware memory.
What it is
Research teams need to combine specialized scientific models with literature and internal experimental knowledge without exposing proprietary data or losing the basis for a hypothesis. QGI approaches this as a governed application pattern rather than a standalone point solution.
Designed for Drug discovery and research operations.
Capabilities
Built around the work—not the demo.
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Research Model and evidence fusion
Connect specialist model outputs with source literature and internal observations.
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Provenance Hypothesis provenance
Preserve which sources, tools, assumptions, and researchers shaped each candidate direction.
How it works
One governed path.
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Establish the research boundary
Connect approved knowledge, models, tools, and identity controls without moving proprietary data outside the selected environment.
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Coordinate analysis
Use governed agents to retrieve evidence, call specialist models, and expose unresolved questions.
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Record the research lineage
Keep hypotheses tied to evidence, tool output, assumptions, and expert decisions.
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QGI / Blueprint use case
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