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The standard workup leaves signal on the table. Bioptimus models integrate histology with spatial transcriptomics and genomics in one pipeline, reaching resolution the routine read does not.

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What it enables

  • Combine modalities that are usually analyzed in isolation
  • Surface clinically actionable biology at higher resolution
  • Streamline multimodal workflows into a single feature pipeline

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How it works

1

Choose the multimodal model

Use M-Optimus to jointly represent histology and molecular inputs.
2

Run a unified pipeline

Feed slides and molecular vectors through one inference path (see the request schema).
3

Interpret spatially

Map predictions back to slide coordinates for spatial interpretation.