DavantAI is developing a multimodal digital twin of pain and two connected AI-Assistants to help make chronic pain more measurable, understandable and actionable over time.
Starting with chronic pain. Building toward the Pain Intelligence Platform.
Chronic pain affects millions of people and remains one of the most difficult conditions to understand and manage over time.
For patients, the burden is continuous. For clinicians, the picture is often fragmented. Pain changes between visits, across contexts and under the influence of many interacting factors — yet the system still lacks a clear, longitudinal understanding of that evolution.
Today, chronic pain is still captured through fragmented signals: isolated consultations, partial self-reporting, limited continuity and little contextual understanding of what happens between clinical encounters.
Without a patient-specific and longitudinal intelligence layer, it remains difficult to understand how pain evolves, what influences it and how treatment decisions are performing over time.
DavantAI is building that missing layer.
At the core of DavantAI is a patient-specific digital twin designed to learn the dynamics of pain over time. It integrates multiple streams of information — wearable signals, smartphone-based context and patient-derived information — into a richer, more continuous understanding of each patient’s pain journey.
The goal is not merely to collect data, but to transform fragmented signals into longitudinal pain intelligence.
Wearable signals, smartphone-based context and patient-derived interaction over time.
A patient-specific model that learns the dynamics of each person’s pain over time.
Continuous insight, contextual understanding and a new layer for personalization.
The first applications of our pain digital twin are two connected AI-Assistants: one for patients, and one for clinicians. Together, they create a continuous loop of support, insight and learning.
Not two separate tools, but two interfaces connected by the same evolving intelligence system: patients gain continuity, clinicians gain context, and the model keeps learning.
Pain digital twin
One intelligence layer
We start with a multimodal pain digital twin and two connected AI-Assistants — one for patients, one for clinicians.
As more patient journeys, interactions and multimodal signals feed the system, the underlying intelligence keeps improving.
The layer scales into a platform and, long term, helps lay the groundwork for the foundational model of pain.
DavantAI is being shaped through collaboration with academic researchers, clinical institutions and patient communities — because building meaningful pain intelligence requires more than technology alone. This is not innovation in isolation: it is being built in the right environment, with the right stakeholders.
Grounded in scientific and technical expertise, with founding ties to leading Spanish universities, including UPM and UCM.
Developed in dialogue with top-tier clinical institutions working directly with chronic pain care pathways.
Informed by collaboration with patient associations to stay close to the lived reality of chronic pain.
Connected to the broader health-innovation ecosystem, including Barcelona Health Hub, through strategic relationships and expert supporters.
We believe chronic pain needs a new generation of intelligence infrastructure — and that meaningful progress will come through collaboration across clinical care, health systems, insurers, digital health and research. If you are exploring how chronic pain can be understood, supported and treated in more intelligent ways, we would welcome the conversation.
DavantAI is building a new intelligence layer for chronic pain care. At its core is a multimodal digital twin of pain, and its first applications are two connected AI-Assistants — one for patients, one for clinicians. Long term, we are building toward a Pain Intelligence Platform.
A patient-specific computational model that learns the dynamics of pain over time, integrating multimodal signals — wearable data, smartphone context and patient interaction — to turn fragmented signals into longitudinal pain intelligence.
Two connected interfaces of the same intelligence layer: a patient assistant for continuity, guidance and day-to-day support, and a clinician assistant for a longitudinal view of how each patient's pain evolves. Not two separate tools — two views of one system.
We are at an early stage: an MVP is already developed and we are moving toward clinical validation in selected conditions such as fibromyalgia and low back pain, with structured feedback from clinicians and patients. The site presents our vision and direction of travel.
DavantAI is being shaped with academic researchers (including ties to UPM and UCM), clinical institutions and patient associations, and is connected to the broader digital-health ecosystem, including Barcelona Health Hub.