Index Management
Complex Data. One Clear Score. Directly Communicable.
The Principle
What is an Index — and why is it so powerful?
An athlete, a patient, a firefighter — each generates dozens of measured values every day. Viewed individually, they are hard to interpret. An index solves this problem: it aggregates selected parameters into a single, understandable score that answers the decisive question: "Where do I stand right now?"
In the Datico® LIFE HUB, indices can be assembled from any stored parameter — configured manually or AI-assisted via the Model Generator. The result is a value that is complex enough to be meaningful and simple enough to act on.
Creation
Two Paths to an Index
Manually Configured
You choose the parameters, set the weightings, and define the calculation formula. Full control, immediately ready to use — ideal for use cases where expert knowledge is already clear.
- Full control over parameters and weightings
- Incorporate expert knowledge directly
- Immediately available without data history
Via Model Generator
The Datico® Model Generator calculates optimal weightings based on Bayesian statistics and individual longitudinal data. The model adapts with every new measurement — m=1 validation.
- AI calculates optimal weightings from longitudinal data
- Continuous adaptation to the individual
- Combines prior knowledge with individual data
Examples
Indices for Every Objective
Indices can be configured for virtually any question. Some typical examples:
Shows an athlete's current recovery quality. Daily decision-making: Full load, reduced session, or active recovery?
Aggregates performance diagnostics values into a score of current capability — comparable across seasons and squads.
Physical and mental readiness at a glance. Traffic-light system for commanders: Who is mission-ready today?
Measures therapy progress after injury or surgery — condensing clinical measurements into a single progress value.
Cumulative load across micro- and mesocycles — detects overload tendencies early, before they become a problem.
How well does the subject adapt to an intervention protocol? Enables real-time evaluation of study designs at the individual level.
Communication
The Index — Delivered Directly to the Person
An index only reaches its full value when it reaches the right person. Datico® delivers indices across all output channels — clearly, purposefully, at the right moment.
Datico® LIFE APP
Athletes, patients, and tactical personnel see their index directly in the app — as a large gauge element, with a trend chart and clear classification. Motivating, understandable, without specialist knowledge.
Health & Performance Workplace
Coaches, therapists, and commanders see all indices for their squad at a glance — as a dashboard widget, configurable by groups, time periods, and thresholds.
Individual PDF Reports
The index feeds into personalised reports — with a trend chart, comparison to reference values, and concrete recommendations. Print-ready for medical consultations, parent meetings, or performance reviews.
Technology
What Makes Index Management Stand Out
ANY PARAMETERS
Every parameter stored in the LIFE HUB can feed into an index — diagnostic values, wearable data, questionnaire results, lab values, manual entries.
FLEXIBLE WEIGHTING
Each parameter receives an individual weighting — set manually by the expert or AI-optimised by the Model Generator. Multiple calculation methods available.
MODEL GENERATOR INTEGRATION
Indices can be fed directly from a Bayesian model — the AI automatically calculates which parameters should be weighted how strongly.
REAL-TIME CALCULATION
As soon as new data is available, the index is automatically recalculated. No manual trigger required — the score is always up to date.
MULTIPLE INDICES PER PERSON
Any number of indices can be active simultaneously for each person — Recovery Index and Performance Index run in parallel, calculated independently of each other.
ALL OUTPUT CHANNELS
Datico® LIFE APP, Health & Performance Workplace, PDF Reports, Smart API — every index is available across all LIFE HUB output channels.
Use Cases
One Concept — Endless Applications
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