Life sciences & healthcare

Life-sciences and healthcare models, deployed in India.

Genomics, pathology, radiology and therapeutics models on GPUs in India, for teams building life-sciences and health applications.

Laboratory glassware
Genomics · Pathology · Radiology

Models we deploy.

On request, with validation for your application.

DNA & genomics

  • Evo 2

    DNA sequence modelling and variant scoring across species.

    On request
  • GPN-Star

    DNA variant effects from aligned genomes.

    On request
  • DeepVariant

    Finds DNA variants in sequencing reads.

    On request

Single-cell & multi-omics

  • Geneformer

    Single-cell gene expression.

    On request
  • scvi-tools

    Single-cell, multi-omics and spatial analysis.

    On request

Proteins

  • ESM-2

    Protein sequence modelling.

    On request

Therapeutics

Digital pathology

  • H-optimus-0

    Pathology image features at scale.

    On request
  • Hibou-B and Hibou-L

    Pathology foundation models.

    On request
  • tissue-bg-all-stains

    Tissue and background detection across stains.

    On request

Radiology

  • Merlin

    3D CT images and reports.

    On request

Medical text and image

All deployed on request, on GPUs in India. Need another open model? Tell us which.

Clinical validation is application-specific. Model capability is not clinical or regulatory approval.

From idea to deployment

  1. 01

    Define the application

    Workflow, inputs and users

  2. 02

    Select and validate

    We test a model with you

  3. 03

    Deploy in India

    Dedicated GPUs in Indian data centres

  4. 04

    Connect

    One API

Ways to start

4-week pilot.

  1. 01

    Week 1

    Scoping and a secure environment in India

  2. 02

    Weeks 2-3

    Integration and tuning with your data

  3. 03

    Week 4

    Impact assessment and data review.

Free cost check.

Already running AI? See which calls can cost less, on your workload.

Fine-tuning.

Models tuned to your domain, on India-hosted infrastructure.

Agents and RAG.

Built with your team.

Free Trial.

15 days on Qwen3.8-27B, no card. Life-sciences and medical models are on request.

Your data stays yours.

Never used for training.

Prompts and completions on India-hosted models.

Not stored.

API prompts, files and completions are deleted after the response.

Metadata only.

Time, model, tokens and key ID, kept for 12 months.

Runs in India.

India-hosted models run on GPUs in Indian data centres.

Your responsibility.

Your organisation is the Data Fiduciary under the DPDP Act.

Health data.

For health data you need a lawful basis and consents.

Documents on request.

Sub-processors, data flow and security answers.

Questions

Which genomics, pathology and radiology models can you deploy?

Evo 2, GPN-Star and DeepVariant for DNA; Geneformer and scvi-tools for single-cell and multi-omics; ESM-2 for proteins; H-optimus-0, Hibou and tissue-bg-all-stains for pathology; Merlin for radiology. All on request.

Which models support medical text and image work?

MedGemma 1.5 4B IT and MedGemma 27B IT are on-request models with text and image inputs for healthcare application development.

What is TxGemma used for?

TxGemma 27B Predict supports therapeutics research and chemical-property prediction from text. It is deployed on request.

Where would an on-request model run?

On-request models are deployed on GPUs in India for your workload and priced per deployment.

What are the steps to a deployment?

Describe your application. We select and validate a model with you, deploy on dedicated GPUs in India, and connect your application through the API.

Does model capability establish clinical approval?

No. Model capabilities do not establish clinical validation or regulatory approval. Use in clinical settings requires your own validation.

Are India‑hosted prompts used for training?

Prompts and completions on India‑hosted models are never used to train models.

What can our security reviewer request?

The sub-processor list, data-flow overview and security questionnaire answers are available on request.

Can you help with retrieval or custom integrations?

Our team builds custom agents, RAG and integrations with you. Discuss the application and its data requirements with the enterprise team.

We are a charitable hospital. Which page do we use?

Apply as an NGO on the NGO page.

NGO page
We are a hospital research group. Which page do we use?

Use the Research page.

Research page

Discuss your healthcare application.

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