RESOURCES

Blogs

Insight at the intersection of data science and real-world health

The Talking Room

Demystifying AI, LLMs and machine learning

Use Cases

How teams put the signals to work

Compliance Hub

Data integrity, ethical AI and regulatory standards

DrugVoice

Built to be defensible.

Compliance, ethics, and data integrity are part of the process.

TMLABS

About us

Where our proprietary models are trained, tested and refined

Articles & scientific publications

Peer-reviewed methodologies and validated outcomes

Latest paper

The New GLP-1 Consumer

Articles & Scientific Publications

DRUGVOICE

DrugVoice

Measure how your messaging lands and evidence what moved

SEE IT IN ACTION

Bring us a question you can’t answer.

We’ll show you what the conversation already contains, using your therapy area and your audience.

ABOUT US

About us

Where our proprietary models are trained, tested and refined

ESG

Responsible innovation and ethical data practice

WHO WE ARE

Data scientists who speak pharma.

A team built around one problem: making real-world conversation usable at scale.

About Talking Medicines

The journey of Talking Medicines began with a shared vision: to improve Patient outcomes and empower decision-makers across healthcare and Life Sciences. From day one, our mission has been clear, to blend innovation, quality, community, and transparency in everything we do.

Talking Medicines is Data Science for Life Sciences, applying proprietary, domain-trained technology to turn real-world data into intelligence that drives meaningful ROI. Our sector-specific platforms, DrugVoice and PeopleVoice, use Advanced Data Science and AI to structure this data, enabling organizations to make confident, data-driven decisions.

Founders: Elizabeth Fairley, Jo Halliday, Scott Crae

About TMLabs

Innovating Predictive Intelligence for Life Sciences.

TMLabs is the in-house research and development hub of Talking Medicines, created to push the boundaries of Advanced Data Science and AI including Natural Language Processing, Machine Learning, and predictive intelligence. Guided by our mission to close the intelligence gap in Life Sciences, TMLabs develops proprietary, domain-trained technologies that turn unstructured conversations into actionable insights.

By combining cutting-edge science with deep healthcare expertise, TMLabs ensures our solutions reflect the complexity of real-life data while delivering measurable impact.

Turn Complex Data Into Clear Intelligence That Drives Smarter Decisions

Message Alignment

Measure how key messages resonate and track changes over time, and link findings to ROI

Persona Development

Identify patterns, key characteristics, and distinctions within groups or populations of authors to inform strategy and uncover meaningful trends

Audience Intelligence

Gain a holistic view of your audience through sentiment and topic analysis, surfacing actionable intelligence through summaries and visualizations

Our World-Class Team

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Jo Halliday

CEO, Founder

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Dr Elizabeth Fairley

COO & CDO, Founder

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Dr Scott Crae MRCVS

Partnerships, ESG and Impact, Founder

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Al Sisto

Chairman

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Roma English Owen

AVP, Data Intelligence

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Kirsty Mursec

Data Quality Manager

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Lewis Boyd

ML Engineer

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Priyal Chugh

NLP/ML Engineer

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Britteny Gibson

Global Customer Engagement, Manager

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Sandy Wedderburn

Jr Data Quality Control Analyst

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Will Staples

Customer Success Associate – Life Sciences

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Anna Ruddell

Life Sciences Data Manager

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Freya Halliday

Marketing Associate

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Angus Scott

Annotator Team Lead

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Millie Owens

Annotator

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Anna Balmforth

Annotator

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Emily Lake

Annotator

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Neave Halliday

Annotator

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Mackenzie Holmes

Annotator

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Get in Touch

Start the conversation and see how unstructured data can become actionable intelligence