Advanced data science & AI intelligence for life sciences
From noise to signals.
From signals to
intelligence.
Transforming millions of real-life conversations into curated intelligence.
Measure what resonates. Understand why. Reveal intent-to-prescribe. Real-life intelligence powered by the Message Resonance Score™
Explore DrugVoice →Intelligence
- Opinion Leaders
- Healthcare Professionals
- Patients
- Consumers
- First-party data
- Search & LLMs
- Market intelligence
Message Resonance Score™
$26BN is spent influencing HCP decisions to educate and engage Patients. Do you know which messages actually drive intent-to-prescribe?
Recognised by
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 unstructured data sources across peer-to-peer, point-of-care, public community and search engines to answer it, including emerging signals.
Measure Message Resonance and Intent
See which messages resonate with different audiences, understand why, and where relevant, examine their association with intent-to-prescribe.
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 the platform, clear reports, practical workshops and expert advice.
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 process turns multiple sources into structured, governed signals that can be interrogated, measured and evidenced.
01 — Ingest
Bring the signals together
First-party, specialist partner and curated public data brought into one environment.
02 — Curate
Structure the signals
Data is classified, annotated and structured for the audience, therapy area and business question.
03 — Model
Find the relationships
Advanced Data Science identifies patterns, relationships, Personas and signals within the curated data.
04 — Intelligence
Measure what matters
Proprietary models, including the Message Resonance Score™, turning signals into measurable intelligence.
05 — Deliver
Put intelligence to work
Access the evidence through DrugVoice Discovery Q&A, reports, workshops and expert advisory.
TMLabs
The science is ours, and it is published.
Domain-trained models, built and tested against real-world 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.
Trained from in-house annotation, domain-specific and governed, so what comes out is defensible in a room where it matters.
The data
Curated, not scraped
Cleaned and classified, so the noise never reaches your dashboard.
One source
Authors and data types in one place, so comparison is actually possible.
Longitudinal
Benchmark and track, rather than reading a single moment in time.
The models
Domain-specific
Models trained on health dialogue, not general text bent to fit it.
Natural language
Ask in your own words. No training, no query syntax, 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 linguistics and the modelling.
Governed
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,...
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.
Get in touch
Start the conversation.
See what unstructured dialogue looks like once it has been turned into something you can act on.