Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Use M-Optimus-1 to build oncology models from H&E whole-slide images, optionally paired with bulk RNA-seq. Generate multimodal embeddings and reconstruct spatial gene expression across a curated panel of 6,000+ genes.
M-Optimus-1 is a multimodal foundation model for oncology, learning cross-modal representations across H&E, bulk RNA-seq, and spatial transcriptomics. Pre-trained using a unique proprietary dataset comprising millions of H&E whole slide images from more than 50 organ tissues, and thousands of patient records where H&E, bulk and spatial transcriptomics are paired and aligned.
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Deploy M-Optimus-1 as an Amazon SageMaker model package inside your AWS account. Run real-time inference via SageMaker endpoints or batch inference on S3. Your data stays private, and is never accessed by Bioptimus.
Highlights
Highlighted by the publisher on AWS Marketplace.
M-Optimus-1 is a multimodal, multiscale foundation model for oncology that integrates information across H&E, bulk RNA-seq and spatial transcriptomics (10x Genomics Visium) to produce tile-, slide, and patient-level outputs.
M-Optimus-1 can perform direct prediction from H&E (with optional bulk RNA-seq) to spatial expression across a curated pan-tissue panel of over 6,000 genes - tumor and immune cell biomarkers, cell-cell interactions, ligands and receptors, biological pathways, and drug candidates.
M-Optimus-1 is multimodal by design, flexible in deployment. H&E-only inference still outperforms unimodal baselines when sequencing data is unavailable.
Agent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Plans and pricing as listed
3 listed- HostHrs
- HostHrs
- Requests
Refund terms
As stated by the publisher on AWS Marketplace.
Non-refundable
Sources
Publisher resources
1 linkLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.

