Solutions

DrugVoice unlocks the authentic voice of Healthcare Professionals and Patients

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PeopleVoice turns unstructured Employee data into strategic intelligence

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TMLabs

About TMLabs

TMLabs is our in-house Centre of Excellence for Data Science for Life Sciences – where we train, test, and refine proprietary models purpose-built to decode real-world health dialogue at scale

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Scientific Publications

Our Scientific Publications showcase the rigorous methodologies and validated outcomes behind our Data Science – demonstrating the impact of Talking Medicines Predictive Intelligence in peer-reviewed research

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Resources

Blogs

Our Blogs share insights at the intersection of data science, life sciences, and real-world health, covering trends, thought leadership, and innovation from the TM team

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The Talking Room

Discover how The Talking Room demystifies AI, LLMs, and Machine Learning, showcasing data stories and expert insights that transform Patient and HCP conversations into actionable intelligence

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Compliance Hub

The Compliance Hub outlines our commitment to data integrity, ethical AI, and regulatory standards, ensuring our intelligence is accurate, safe, and fully compliant

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ESG

Our ESG principles guide how we operate, driving responsible innovation, and reducing environmental impact through ethical operating and data practices

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Data Science for Life Sciences.
Predictive Intelligence.
Proven ROI.

Unlock Powerful Intelligence with Talking Medicines Advanced Data Science and AI

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Discover: Creation and Validation of a Hypothesis

Explore what’s happening and why, using Natural Language questions, to shift from assumptions to certainty

Align: Quantitative Context for Smarter Exploration

Establish baselines and identify patterns and correlations from data to identify trends and establish reference points

Measure: Understand the Impact of Actions or Interventions

Measure strategy, messaging, and engagement to track impact, adapt, and drive better outcomes

Evidence: Justify Investment and Prioritization Decisions

Deliver deep, Advanced Data Science and AI analysis, combined with integrated domain knowledge, to turn trends, patterns, and impacts into clear, evidence-based recommendations that increase ROI

TMLabs – The Centre of Excellence in Predictive Intelligence for Life Sciences

TMLabs is the in-house research and development hub of Talking Medicines, dedicated to Advanced Data Science and AI for Life Sciences. Guided by our mission to close the intelligence gap, TMLabs builds proprietary, domain-trained technologies that transform unstructured data into actionable, structured intelligence.

By combining cutting-edge technologies with deep expertise, TMLabs ensures our solutions capture the complexity of real-life data while driving measurable impact, helping organizations make confident, data-driven decisions across strategy, messaging, and engagement.

Our Technical Process

Data Sources & Ingestion

Importing data from multiple sources into a single storage medium to be transformed and made accessible for curation

Data Curation

The annotation, classification, feature extraction and contextualisation of data in preparation for analysis

Data Modelling

Defining and structuring relationships between data, to create accurate and efficient representations of real-life data

AI Generated Intelligence

Actionable intelligence generated from our experts and proprietary sophisticated AI models analysing curated datasets

Interactive Data Viz

Use of tools and processes to produce a visual representation of data, displayed through our Natural Language Interface

Delivery

Use of governance frameworks and quality standards to deliver excellence to customers efficiently and reliably

Data Sources & Ingestion

Importing data from multiple sources into a single storage medium to be transformed and made accessible for curation

Data Curation

The annotation, classification, feature extraction and contextualisation of data in preparation for analysis

Data Modelling

Defining and structuring relationships between data, to create accurate and efficient representations of real-life data

AI Generated Intelligence

Actionable intelligence generated from our experts and proprietary sophisticated AI models analysing curated datasets

Interactive Data Viz

Use of tools and processes to produce a visual representation of data, displayed through our Natural Language Interface

Delivery

Use of governance frameworks and quality standards to deliver excellence to customers efficiently and reliably

Unlock Powerful Outcomes with Talking Medicines

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Intuitive

Intuitive Natural language Interface designed for instant use, no training needed

Specialized

Leveraging domain expertise to deliver accurate, actionable and industry specific data intelligence

Clean, Curated

Expertly curated and cleaned data intelligence that delivers actionable insights free from unstructured noise

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Established IP

Established IP through years of Life Science AI/ML/NLP modelling & linguistics knowledge (Patents, Publications) makes us your ideal partner in healthcare data

One-Stop Shop

Unified access to different authors, and data types, enabling unique perspectives and comparisons

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Longitudinal Patterns and Trends

Longitudinal patterns and trends to enable measurement, benchmarking & tracking

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Ready to Use

Pre-trained, ready-to-use models that deliver results without using Customer data for training

Robust

Committed to ethical practices, strong governance, and compliance that meet industry standards

Built for Strategists. Designed for Decision-Makers.

Talking Medicines helps Commercial Pharma, Agency Strategists, HR, and Market Access make sense of unstructured health-related dialogue, whether it’s from Patients, HCPs, or employees.

By applying life sciences-trained NLP models to your first-, second-, or third party data, we transform scattered feedback into clear, structured intelligence that drives smarter decisions and measurable outcomes. Explore two specialised intelligence streams:

DrugVoice

DrugVoice turns real-life data from HCPs and Patients into structured intelligence, helping Pharma and Life Sciences leaders sharpen brand strategy, messaging, and engagement

PeopleVoice

PeopleVoice turns real-life employee data into structured intelligence, helping corporate and HR leaders drive retention, wellbeing, and performance

What Our Customers Say

“We had not seen the ability to unlock value in data until we discovered Drug-GPT, which is a perfect combination of our data and AI technologies which get to the nuanced insights from publicly sourced sentiment that are so critical to Healthcare Agencies ”

Justin Wyman  |  Chief Revenue Officer

“Talking Medicines was a game-changer, helping us solve a challenge that had stumped us for quite some time. The team behind it has been incredibly supportive, collaborative, and made the entire process seamless and painless. They've truly been exceptional partners throughout”

Rowena Kam-Bergman  |  EVP, Analytics of Healthcare

Get in Touch

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