Advanced data science & AI intelligence for life sciences
From noise to signals.
From signals to
intelligence.
Transforming millions of real-life conversations into actionable intelligence.
Measure what resonates. Understand why. Reveal intent-to-prescribe. Real-life intelligence powered by the Message Resonance Score™
Explore DrugVoiceIntelligence
- Key Opinion Leaders
- Healthcare Professionals
- Patients
- Consumers
Message Resonance Score™
$24BNSourcePR Newswire | Research and Markets Report, 2024 is spent influencing HCP decisions to educate and engage Patients. Do you know which messages actually drive intent-to-prescribe?

Recognised by







What our customers say
Trusted by the teams who defend the decision.
Agencies and Data Partners put this intelligence in front of their own clients. Here is how two of them describe the difference it made.
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.
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 have truly been exceptional partners throughout.
The interface
Start with Discovery to orientate Strategy.
No query language, no dashboard training. The natural language interface sits on your curated, governed data vault, so what comes back is already defensible.
How it works
From a business question to intelligence you can act on.
Build Intelligence Baseline
Start with a business question. We bring together the relevant conversational data from multiple sources to surface emerging signals.
Measure Message Resonance
See which messages resonate with different audiences, understand why, and connect resonance to changes in behavior.
One Data Vault.
Multiple layers of intelligence.
Optimize Messaging at Scale
Use DrugVoice to explore the intelligence, compare audience Personas and refine messaging across brands, campaigns and markets.
Turn Intelligence into Decisions
Apply the evidence to strategy and action through DrugVoice, intelligence reports, strategic recommendations and executive workshops.
The Advanced Data Science & AI intelligence engine
What happens behind every DrugVoice Data Vault? From raw data to decision-ready intelligence, our Advanced Data Science and AI turns multiple sources into structured signals that can be measured, evidenced and tracked over time.
01 — Ingest
Bring the signals together
First-party, specialist partner and curated public data brought into one environment.
02 — Curate
Structure the signals
03 — Model
Find the relationships
04 — Intelligence
Measure what matters
05 — Deliver
Put intelligence to work
TMLabs
The science is ours, and it is published.
Domain-trained models, built and tested against real-life health dialogue. Peer-reviewed papers and filed patents sit behind every signal on this page.
Why it holds up
Built to be trusted with a decision.
Proprietary trained classification and natural language processing models from in-house annotation, life sciences domain-specific, enhanced accuracy and evidenced-based
The data
Curated
Classified and structured so the noise never reaches your dashboard
Integrated sources
Data types and sources across multiple audiences in one place, so comparison is actually possible.
Longitudinal
Benchmark and track, rather than reading a single moment in time.
The models
Domain-specific
Classifier and Natural Language Processing models trained to structure health conversational data
Natural language
Ask in your own words. No training, no complex queries, no waiting on an analyst.
Ready to use
Pre-trained models. Your data is never used to train them.
The guardrails
Established IP
Patents and publications behind the language and the modelling.
Secure
Compliance, ethics and data integrity built into the process, not bolted on.
News & Insights
The latest thinking.
Before the Prescription: Understanding What Really Drives HCP Intent-to-Prescribe
Exposure is not the same as consideration It is tempting to view communication as a relatively linear journey: an HCP encounters a message, engages with it and, potentially,...
Who it's for
Built for Pharma and its Agency partners.
Different roles ask different questions. DrugVoice brings them back to the same source of curated intelligence.
Explore DrugVoice- Commercial leadership
Which HCP messages resonate, and how is alignment associated with intent-to-prescribe?
- Insights & intelligence
What are real-life voices revealing beyond our existing research?
- Medical affairs
Where do Patient needs and HCP perspectives differ across the care journey?
- Agency leadership
Where can audience intelligence create a stronger proposition for clients?
- Strategy
Which Patient and HCP signals should shape the strategy?
Get in touch
Start the conversation.
See what unstructured dialogue looks like once it has been turned into something you can act on.





