Technology

Regulatory-ready software that scales.

A2-Ai delivers GxP-compliant software for pharma and life sciences: a scalable compute environment, custom infrastructure, apps and dashboards, and open-source tools. Used every day by our own scientists, our tools are native to the regulatory world and continually refined, not just dropped at your doorstep.

Consulting

Flexible apps for any problem, for any company, at any scale⁠

We build for companies ranging from seed to Top 10 Pharma, tailoring apps to their specific needs across a variety of technologies.

Application and dashboard development

Sink your teeth into the data with our custom-built, interactive applications and dashboards, which transform raw data into actionable insights.

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Posit Team infrastructure

Integrate Posit Solutions into your ecosystem without losing sleep over security, scalability and performance.

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Training and process

Work with us to create custom-built workflows using our tools. We provide consulting on workflow design and process, and offer hands-on training to ensure a smooth implementation.

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Products

Built for the regulatory world, refined by the scientists who use it⁠

Every product here is one our own scientists use every day, from the cloud platform that runs our analyses to the tools we rely on for package governance, publishing and AI.

A2-Ai Cloud

A2-Ai Cloud is our flagship platform, a secure online workspace that seamlessly integrates compute-heavy workflows from development to record keeping, with an eye on staying audit-ready and regulator-compliant. Our scientists use A2-Ai Cloud every day, and we offer A2-Ai Cloud as a product, with scalable computational capacity and flexibility to customize to your environment and management needs.

Development Posit Workbench
Computation SLURM
Publishing & review Alexandria

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PRISM

Integrating R packages into your analysis can be tricky, since packages need to be evaluated for compatibility and stability, especially as they are updated. Enter PRISM, a curated and stable R-package governance solution. PRISM derisks R in the GxP environment with expert, human validation and curation of self-contained repositories of intercompatible packages, available as precompiled binaries to ensure functionality across operating systems with fast and reliable installation.

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Alexandria

Alexandria is a centralized, versioned publishing platform that gets your team on the same page. Internal publication on Alexandria automatically tracks your version history, packages, dependencies, and git metadata, so that you, your teammates, or auditors can review outputs with full context. Commenting and side-by-side version comparison enhance Alexandria’s utility as a tool for collaboration, while role-based access and comprehensive audit logs keep it defensible for regulated review.

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Sage AI

Most AI models are generic, unreliable, and unaccountable, but Sage AI is different. Designed with compliance-conscious teams in mind, Sage AI trains under your team’s expert guidance, so it reflects your team’s knowledge and standards, with full audit trails, compliance controls, and insight surfacing that let you check under the hood and keep Sage in alignment.

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Compliance

Proven software development patterns, ready to face the regulatory world⁠

The A2-Ai technology team is native to the GxP context and well-versed in the demands of the regulatory world. Our software development approach is centered around validation, auditing, and compliance.

Validation

Test protocols, traceability matrices and validation reports, written to be handed to a regulator rather than filed.

Audits

An audit trail that reconstructs who changed what, when, and against which version of the environment.

Compliance

Change control, package acceptance and reproducibility, in the contexts where an analysis has to survive being re-run years later.

Open source

A rising tide lifts all boats: our tools in your hands⁠

In addition to closed-source software and tailored solutions, we make the source code for the tools that underpin our analyses freely available to the community - because if nobody outside A2-Ai can reproduce our work, it is not reproducible.

See our catalog