Accelerating Biopharma & Healthcare with Transparent AI

Streamline your AI & Data Science with T2R2

Our Smart Autonomous Feature Agents offer specialized functionality, allowing you to build a tailored platform that integrates seamlessly with your existing systems. Say goodbye to complex, overlapping SaaS solutions.

Own your Future

Own your AI & data science future. T2R2's agent based flexible architecture adapts to your governance, scales effortlessly, and eliminates vendor lock-in.

With You, from your Data to Precision AI Solutions

What's new

T2R2 Traceability Backend powered by Akka

2025-01-28

AKKA, the perfect PaaS solution for T2R2

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Linthaal, a generative AI multi-agent platform for Biopharma and beyond

2024-10-31

Linthaal, a Generative AI Open Source Library for Life Science

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T2R2

2024-08-08

Dive into the world of Transparency, Traceability, Replicability and Reproducibility (T2R2)

With the growing complexity of Data Science and AI workflows, ensuring T2R2 is more important than ever.

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Beyond Frankenstein Architectures

Imagine your organization: a collection of best-of-breed SaaS solutions, each promising to solve a specific challenge.

But as these tools accumulate, they often become a tangled mess, a Frankenstein-like architecture that's difficult to manage.

Workflows are frequently stalled by blocking processes, waiting for API responses or manual intervention. The lack of a standardized and centralized exchange formats make data sharing a herculean task.

Features overlap, leading to redundant subscriptions and unnecessary costs.

Governance becomes a nightmare, with unclear data boundaries and a lack of visibility into where critical information resides.

And the challenge of bringing data and computational power together efficiently only adds to the complexity.

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T2R2: The Symphony of Agents Orchestrating Your Data

T2R2 tackles the challenges of complex biopharma AI & data science head-on with its unique multi-agent system.

Instead of monolithic SaaS solutions, T2R2 employs specialized agents, each dedicated to a single, well-defined task. This bottom-up approach eliminates feature redundancy and simplifies integration.

Agents can work independently or collaborate in groups, communicating through a centralized messaging hub that ensures efficient, non-blocking information exchange.

T2R2's flexible, decentralized architecture is cloud-agnostic, preventing vendor lock-in and allowing you to scale as needed.

The centralized communication schema repository ensures consistency and governance, while the event-bus architecture eliminates the bottlenecks of traditional API-driven systems.

T2R2 empowers you to build a truly tailored data science platform that evolves with your needs.

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Generative AI for Life Science with Linthaal and T2R2

Life Science Scientists are overwhelmed with the amount of available data and knowledge.

Papers are published in thousands everyday. Keeping up even in very specialized fields is difficult.

There are plenty of sources for bioinformatics data, pathways, information about diseases and their mechanisms, etc.

Data and Knowledge are produced by thousands of technological means (DNA/RNA sequencing, proteomics, metabolomics, single-cell sequencing, imaging, etc.) within companies and some become available on public data sources (e.g. GEO).

The need for AI solutions is immense and growing. That's the reason why we are building a multi-agent Graph-of-Thought set of software bricks specially targeting Life Science.

Enabling scientists to explore a domain the way they choose, providing context information, summaries, sources of truths, guidance from all possible sources, using GenAI, that's what we do for Biopharma.

But in Pharma, serendipity has to be grounded in sound science as eventually it will be used to produce a new drug or device.

Therefore all our GenAI take advantage of our T2R2™ platform to ensure ultimate traceability and reproducibility of all results.

Woman building Artificial Intelligence solutions