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Prosemble.bio, AI and nanotechnology therapeutics platform

The AI partner behind an AI-native biotech

Prosemble.bio is already an AI-native company - the question was never whether to use generative AI, but how far to take it. Moterra started with a Rapid AI Assessment scoped around four strategic biotech initiatives, and stayed on as Prosemble’s AI partner: an extended team adding generative AI capability to their propositions as new opportunities arise.

Client Prosemble.bio Sector Biotechnology - therapeutics & drug delivery Scale UK biotech startup; King’s College London, NVIDIA Inception and AWS affiliated Solution Rapid AI Assessment, Business AI Suite, ongoing AI partnership
What they got
Model benchmarking Tested on biotech tasks Claude 4 Sonnet, Nova Pro and Nova Lite compared on correctness, precision, recall and cost per query across molecular and toxicological reasoning scenarios.
Working sandbox From day one All four initiatives prototyped and stress-tested inside Moterra Business AI Suite - strategy turned into evidence before any production commitment.
An AI partner Not a one-off vendor Moterra now sits alongside Prosemble as an extended team, bringing generative AI into new initiatives and partnership opportunities as they emerge.
01

The situation

Prosemble.bio is a UK biotechnology company building a vertically integrated therapeutics platform powered by AI and nanotechnology - engineering protein-based nanoparticle systems to deliver drugs more precisely and reduce side effects. For a company already built on AI, the strategic question was where generative AI would create defensible leverage next, and who could be trusted as a long-term AI partner in a highly regulated, IP-sensitive environment.

02

What they needed

An evidence-based view, and a partner who could stay engaged as the science evolves.

Which use cases move the needle in drug discovery, and which do not?Which foundation model actually performs on molecular and toxicological reasoning?What does a production architecture look like on AWS, given the existing cloud commitment?Who adds generative AI to new biotech propositions without Prosemble rebuilding that capability internally each time?
03

What Moterra delivered

A Rapid AI Assessment scoped around four strategic initiatives identified with Prosemble’s team: retrieval-augmented reasoning over toxicological literature, a molecular Q&A agent for research teams, an AI-enhanced molecule visualiser, and a cost and risk model for portfolio decisions.

Stakeholder workshopsAcross executive leadership, R&D, bioinformatics and regulatory teams.
Comparative model benchmarkingFoundation models measured against biotech-specific tasks rather than generic evals.
Data readiness reviewAcross multi-omics sources and toxicological databases.
Solution architecture on AWSAligned with Prosemble’s existing infrastructure commitment.
Risk matrixCovering regulatory, IP-protection, model-accuracy and adoption dimensions.

Beyond the assessment, Moterra now operates as Prosemble’s ongoing AI partner - an extended team adding generative AI capability into their biotech propositions as new initiatives and partnerships emerge, with Moterra Business AI Suite as the shared platform for rapid MVP work and validation.

04

The outcome

Prosemble’s leadership got both: a defensible AI plan grounded in evidence, and an ongoing partner able to bring generative AI into every new biotech initiative - the kind of long-term foundation that regulators, investors and partners in pharmaceutical research expect.

“This tool is shaping the way we do business. It’s up there alongside mainstream AI tools like Copilot and GPT, and it’s developed and supported by an expert team.”

Inna Zhuranskaya, CFO and CIO of Prosemble Group Inna Zhuranskaya CFO / CIO, Prosemble Group
Questions

Frequently asked questions

What problem did Prosemble.bio need to solve?

Prosemble.bio is a UK biotechnology company building a vertically integrated therapeutics platform powered by AI and nanotechnology - engineering protein-based nanoparticle systems to deliver drugs more precisely and reduce side effects. For a company already built on AI, the strategic question was where generative AI would create defensible leverage next, and who could be trusted as a long-term AI partner in a highly regulated, IP-sensitive environment.

What did Moterra deploy for Prosemble.bio?

A Rapid AI Assessment scoped around four strategic initiatives identified with Prosemble’s team: retrieval-augmented reasoning over toxicological literature, a molecular Q&A agent for research teams, an AI-enhanced molecule visualiser, and a cost and risk model for portfolio decisions.

What results did Prosemble.bio see?

Prosemble’s leadership got both: a defensible AI plan grounded in evidence, and an ongoing partner able to bring generative AI into every new biotech initiative - the kind of long-term foundation that regulators, investors and partners in pharmaceutical research expect.

Where does the deployment run?

Inside the client’s own cloud tenant, in the region they choose. The deployment is Private Claude Cowork by Moterra, with admin, MDM and governance handled by Moterra AI Bridge. Moterra builds in AWS and Azure, operates as a data processor under a DPA covering UK and EU GDPR, and the stack is ISO 27001 and ISO 42001 certified across the AWS and Anthropic layers.

How long does a deployment like this take?

Standard deployment is typically live within one to two weeks, covering environment and region setup, the identity path from your SSO, managed configuration through your MDM, and the connector allowlist.

Read the deployment behind this story: Private Claude Cowork by Moterra for the environment itself, and Moterra AI Bridge for the admin, MDM, plugin and agent layer around it.

Amanda Uzialaite Written by Amanda Uzialaite CMO at Moterra. More about the team.
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Moterra Claude Partner Network - Select Services Partner

Moterra is a private AI deployment company and a Select Services Partner in the Claude Partner Network. We help businesses deploy Claude inside their own AWS or Azure environment, connect it to the tools they already use, and keep it secure and governed, so everyday processes get faster.

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Build your Private Claude Cowork plan. Pick users, support, and MCP plugins. We show the monthly cost, Year 1 TCO, and how it compares to Enterprise editions of Claude, ChatGPT and M365 Copilot. Get this quote straight to your inbox when you are done.
01 Users Everyone who gets Claude Cowork and Code.
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02 Support Standard is included in every plan.
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03 MCP plugins Optional. 4 or more get 20% off the plugin total.
04 Commitment A term waives the one-time setup fee.
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Indicative figures. Moterra includes private deployment in your own AWS; others are shared-cloud SaaS. Final quote confirmed in writing by your Moterra account manager.

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