Let’s talk about your project.
“In 30 minutes we clarify what you want to achieve and which of your devices we will connect. You speak directly with me.”
Data in Context
Data intelligence
Understand where someone stands. Foresee where they are heading.
The first step in the Datico® Life Hub creates the digital twin: the digital patient, athlete, participant or first responder – all of a person’s data in one place. Data intelligence makes this twin understandable. It puts every value in context, and it learns to predict development.
The path of the data
From digital twin to prediction
-
1Data in Connection
The digital twin
„What do we know about this person?“
Devices, systems, wearables and forms flow into one timeline per person.
available -
2Data in Context · Interpreting
Assess and compare
„Where does this person stand?“
Comparison with norms, role models, other people and groups – condensed into scores.
available -
3Data in Context · Predicting
Models and forecasts
„Where are they heading?“
Versioned, validated models combine the knowledge of many with the history of the individual.
in development
Then: Data in Communication – results in dashboards, reports, the Datico® Life App and your systems.
Part 1 · Interpreting Available
Every value gets its meaning
Where does this person stand?
A single reading says little on its own. Only comparison makes it understandable: with norms, with a role model, with earlier measurements, with other people and groups. These tools are available in the Datico® Life Hub today.
- Comparison with norms Datico® Reference Sets Every reading is automatically placed in defined rating zones – for example by age, sex or condition.
- Comparison with role models and idols Datico® Target Profiles A person’s readings are compared with a suitable target profile – strengths and gaps at a glance, from the first measurement.
- Many values, one score Datico® Index Management Individual values are condensed into an understandable index that stays up to date with every new measurement.
- Comparison with people and groups Datico® Smart Analysis Statistical comparisons and analysis logic that we develop together with you for your specific question.
Part 2 · Predicting In development
From the knowledge of many to a statement about the individual
Where is this person heading?
The next step is prediction. The Datico® Intelligence Layer combines condensed prior knowledge from studies and many cases with a person’s individual history – and updates the statement with every new reading. We are currently working on this, built from three components.
-
01
Model Repository
Models are stored with versions. Every analysis can be traced to a model version.
-
02
Prior Engine
Combines the prior knowledge of many with the history of the individual. The data and knowledge space is versioned too.
-
03
Validation Pipeline
Models are tested, explicitly approved and continuously monitored for quality and drift.
- Every statement with its stated reliability
- Complete audit trail
- Datico® shows, the professional decides
Model development in practice
As a technology partner of Ski Austria, Datico® works with the Austrian Ski Federation in the field of model development.
In the team, Sepp Pfeiffer, an expert in model development and modern data analysis, is responsible for this area.
For many institutions, interpreting data is the priority today. Prediction is becoming more important – which is why we are investing in it now.
What it looks like
Two questions per field
FieldInterpreting: where does the person stand?Predicting: where are they heading?
Patient · neurorehabilitationIs walking speed within the expected range for age and condition?When is the patient likely to reach their therapy goal?
Athlete · elite sportHow close is the athlete to her role model’s target profile?What shape is she likely to be in for the season highlight?
First responderHow does the readiness index compare with the unit?Is the risk of overload rising over the coming weeks?
Participant · researchHow does the participant differ from their cohort?Which model best describes the development – validated and versioned?
- Free in the frontend
- Robust in the backend
- Future-proof with AI
Build your own solution – on the foundation that health and performance data demand.
With AI, an interface is built in days today. The Datico® Life Hub makes sure it runs in a legally sound way: with sign-in, roles and permissions, consents, audit trail and hosting in Germany. That is how quick ideas become robust, future-proof solutions.
Why the Datico® Life Hub is the foundationFrequently asked questions on data intelligence
What does Data in Context mean at Datico®?
Data in Context is the second step of the Datico® Data Value Chain. Once all of a person’s data has been brought together in the digital twin, it is interpreted – through comparison with norms, role models, people and groups – and, in future, used with models for predictions.
What is available today and what is in development?
The tools for interpreting are available: Reference Sets, Target Profiles, Index Management and Smart Analysis. The Intelligence Layer for predictions, with Model Repository, Prior Engine and Validation Pipeline, is in development.
How do interpreting and predicting differ?
Interpreting answers where a person stands today – compared with norms, role models or groups. Predicting answers where they are likely to be heading – based on models that combine prior knowledge from many cases with the individual history.
How does Datico® keep predictions traceable?
Models are stored with versions, tested and approved before use and continuously monitored. Every statement is linked to a model version, shows its reliability and is recorded in the audit trail. The decision stays with the professional.
Who does Datico® develop models with?
Among others, Datico® works as a technology partner of Ski Austria with the Austrian Ski Federation in the field of model development. In the team, Sepp Pfeiffer is responsible for model development.
