A model of the physician. Not a static record.
The Digital Twin originates in R&D as a digital replica of a physical system. In pharmaceutical marketing the concept shifts to the HCP: a behavioural model of the physician, built on engagement data, that makes it possible to estimate their responses before activating them.
The point is not to know who the physician is. It is to be able to simulate how they will react, before investing to find out.
The physician's digital twin comes to marketing.
Born in R&D and engineering as a digital replica of a physical system, the Digital Twin is now entering pharmaceutical marketing. Applied to the HCP it becomes a behavioural model of the physician: a dynamic representation, built on engagement data, that makes it possible to estimate their responses before activating them.
It is a paradigm shift. We move from the static record — who the physician is, where they work, what they prescribe — to a living model that describes how they inform themselves, what activates them, how they react to different stimuli. A digital twin that updates with every interaction and makes simulable what could previously only be observed after the fact.
Companies that adopt this approach stop designing campaigns in the dark: they test hypotheses on the model before investing in the field.
Merqurio builds behavioural models of HCPs from proprietary engagement data, to make simulable what today is only discovered after the fact.
Aggregation of engagement signals into a model that describes behaviour patterns: preferred channels, activating content, timing and modes of response.
Estimating how a profile or a segment will respond to a given message on a given channel, before real activation, to guide campaign choices.
The model feeds on new engagement data: every real interaction makes it more accurate, instead of leaving it frozen at an initial snapshot.
Simulation lets you try before you invest.
A behavioural model explains gaps that the static record cannot see.
Knowing how a profile tends to respond helps you design the right sequence.
The Digital Twin is the bridge between "who the physician is" and "how they will react".
A behavioural model is worth as much as the data that feeds it. Merqurio builds it on its own: millions of digital and remote interactions with the medical-scientific community, accumulated over time on DottNet and through engagement activities.
It is not a marketing concept imposed from above: it is a model fed by real, observed behaviour — not declared — with the domain expertise needed to interpret it in the pharmaceutical context.
