Technology
Health & Performance Intelligence
Datico® is more than a data store. Behind the Datico® LIFE HUB sits an architecture that calculates the best decision for the individual from the data of many – drawn from a versioned, combinable and learning model library, not from a single AI model.
How a Datico® model thinks
This is how a Datico® model thinks. Nine questions that together describe one individual decision – and the yardstick the entire architecture is aligned to.
- 01 for which person
- 02 in which condition
- 03 under which circumstances
- 04 does which intervention
- 05 at which dose
- 06 over which time frame
- 07 with which probability
- 08 lead to which outcome
- 09 at which risk
Architecture
Three layers – the technology behind every step of the Datico® Data Value Chain.
Every stage of the Datico® Data Value Chain has its technical counterpart. The guiding principle: LLM composes. Datico® computes & renders.
Health & Performance Workplace
Orchestration by your language model plus Datico® rendering: insights appear where decisions are made – understandable, traceable, with confidence.
Datico® Intelligence Layer
Population knowledge plus individual history become a statement for the single case. This is Datico®’s own substance – versioned, validated, auditable.
Data Core
Collect & standardise: connect every relevant source without media breaks – devices, wearables, live measurement systems, HIS, questionnaires. The base everything else builds on.
Datico® Intelligence Layer
Where the data of many becomes a statement for the individual.
The Intelligence Layer is Datico®’s own substance between raw data and decision. It consists of three interacting components.
Model Repository
Versioned, approved models with a full audit trail. Every analysis maps to a validated model version.
Prior Engine
Study knowledge and consolidated data are condensed into numerical priors (Bayesian) – the bridge from "many" to "the individual".
Validation Pipeline
Continuous quality and drift control. Models are validated, checked and approved – not "certified", but reliably documented.
Datico® models are validated, checked and approved – not "certified" (which would remain reserved for genuine external certification).
Data in Context
From measurement to Human State.
A single measurement is not yet a statement. Datico® carries every value through a continuous semantic chain – from the raw measurement to the multidimensional state of the person.
- 01 Parameter
- 02 Measurement
- 03 Feature
- 04 State Dimension
- 05 State Estimate
- 06 Human State
- 07 Score
HRV is the parameter. "HRV Baseline Deviation", "7-day mean" or "trend" are features. The score is merely the presentation of a state estimate – never the basis for a decision. That works with the full Human State, including its uncertainty.
Not a single "health score".
The Human State is the individual, multidimensional and time-dependent state of a person – deliberately not a single "health score". Every dimension carries its confidence: you see not just a value, but how reliable it is. It is persisted as a Human State Snapshot – the basis for comparison, prediction and decision.
Learning Loop
Goal, state, decision — a closed loop.
Datico® does not think in isolated one-off analyses, but in a cycle that learns with every iteration – from the goal through the measured state to the decision and back.
- 01 Goal
- 02 State
- 03 Prediction
- 04 Recommendation
- 05 Decision
- 06 Intervention
- 07 Outcome
- 08 Learning
A recommendation is not an intervention.
The human decides – human in the loop. Datico® recommends, never automatically, always traceably.
Two learning signals close the loop.
What the intervention achieved (outcome) and which decisions were preferred (decision / preference).
Health & Performance Workplace
Bring your own LLM.
Bring your own LLM. Your language model orchestrates — Datico® computes and renders. Analyses are derived exclusively from approved, versioned models; every statement is auditable and backed by a confidence value. Your model stays a client, your data stays under your control.
Compatible systems
HIS, BI, statistics tools and administrative systems fit into your landscape. A trust and hygiene factor – important, but not the differentiator.
Bring your own LLM / AI Connector
Via the AI Connector your external model becomes a client of the Datico® Intelligence Layer. Compatibility not just at the data level, but at the level of intelligence – the actual unique selling point.
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