Building the missing layer for molecular AI. Integrative, deployable, and production‑ready.
The OpenAMI consortium brings together pharmas, CROs, biotechs, AI builders, and compute partners to co-develop a shared architecture that turns breakthrough models into interoperable services, workflows, and agentic systems.
What OpenAMI builds
A unified molecular AI layer
What you get
Deployments, workflows, agents
Deployment targets
Web, API, desktop, notebooks
Participation
Steer via structured voting
Built to end fragmentation of models, data, and compute — and accelerate adoption.
Molecular AI is advancing fast — but remains fragmented.
Breakthroughs often happen in vertical silos (generation, docking, ADMET, MD acceleration, LLM agents). Integration across tools, datasets, and compute platforms is still hard, and deployment into production workflows remains slow.
Interoperability
A single layer to unify models, datasets, compute, and UX.
Deployment velocity
From repository to container, API, web app, and desktop — fast.
For pharma, CROs, biotechs, and academia — plus AI & compute partners.
OpenAMI is designed to turn Molecular‑AI innovation into practical, secure, and scalable tools — without forcing teams to rebuild pipelines from scratch for every model, dataset, or compute environment.
Pharma & Biotech
Faster iteration, easier validation, and production workflows that scale across teams.
CROs
A standardized layer to deliver consistent services across client projects.
Academia
Lower friction to publish, reproduce, and reuse models and workflows.
AI & Compute Providers
A practical path to adoption for optimized models, runtimes, and infrastructure.
A cloud platform for deploying models, workflows, and agents for molecular design.
OSCAR (Orchestrated Service Cloud for Automated Research) is OneAngstrom’s platform for Molecular AI — built on a decade of experience creating SAMSON, the integrative molecular design platform. OSCAR provides a unified system for deployment and a practical interoperability layer for real workflows.
Unified deployment
Create a model once; use it everywhere (web, API, desktop, notebooks).
Automatic interfaces
From descriptors, generate APIs, web apps, and extensions automatically.
Deploy once. Access from everywhere.
Start from a repo, Python code, or even an endpoint. Hit deploy. Get automatically created apps, APIs, containers, and more.





A member-steered build plan that starts with architecture, then scales to content.
OpenAMI is designed to accelerate ecosystem development by aligning the community on a shared interface layer, then integrating representative models, datasets, and compute resources selected by members.
Year 1 — Develop the foundation
- Integrative architecture tailored to molecular design
- Unified API to make components interoperable
- Automated deployment pipeline (API, web, desktop)
- Flexible cloud/on‑prem backend
Year 2 — Integrate models, data, and resources
- Rapid integration of existing models, datasets, and compute resources
- Members choose priorities and steer implementations
- Build a shared resource pool to accelerate real projects
Members actively steer the roadmap through structured voting.
OpenAMI is designed as a collaborative development effort that combines OneAngstrom engineering with member priorities.
Steering
Propose items within scope and set the work plan by majority vote.
Practical focus
Select representative models/datasets early to guide architecture decisions.
Deployment options
Design for cloud efficiency, and on‑prem security requirements.
Community
A forum for cross‑org knowledge transfer, workshops, and collaboration.
What OpenAMI enables in practice
Rapid deployment. Agent creation. Workflow creation. Model fine-tuning.




Build with the consortium — and bring results into your organization.
Members receive licenses to developed components (plus maintenance during the project), can influence the work plan via voting, and benefit from technical support, consulting/training days, and computing credits for deployed AI services.
Steer development
Set priorities for the integrative architecture and select which models/data to integrate.
Production acceleration
Get standardized deployment patterns and interoperable components to reduce friction.
Exclusivity window
Benefit from an exclusivity period before broader commercial availability.
Workshops & knowledge transfer
Join annual meetings and regional workshops to align, learn, and share best practices.
A decade of integrative molecular software experience — now applied to Molecular AI.
OneAngstrom is a deep‑tech spin‑off from Inria and the creator of SAMSON, the integrative molecular design platform with a global user community. OpenAMI leverages this foundation to deliver practical interoperability for Molecular AI.
Integrative platform DNA
SAMSON’s modular, extension-based architecture informs OpenAMI’s interoperability layer.
Cloud + desktop integration
A consistent path from web to API to desktop, with options for cloud or on‑prem execution.
Explore membership. Schedule a demo.
Share a few details and we will follow up with the latest OpenAMI updates, membership information, or a live demo.
Send a message
Request the whitepaper, discuss scope alignment, governance, and participation options.
