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Omnicheck · AI health reports

AI health report generation and lifestyle optimisation

Turning user health inputs into comprehensive personalised reports covering microbiome, hormonal balance and lifestyle.

One person's health inputs go in. A personalised PDF report comes out — microbiome health, hormonal balance, Mediterranean lifestyle adherence — carrying the meal plan and workout routine to act on it, and a dashboard that tracks what happens next.

See it live omnicheck.ch
PDFGenerated report
Personal health report

Built from your individual results

  • Questionnaire
  • Microbiome results
  • Hormonal results
  • Activity & goals
Report ready
Microbiome health§ 01
Worth attention
Hormonal balance§ 02
In balance
Mediterranean lifestyle§ 03 · adherence
Partly followed
Prescribed for you
Workout routine Meal plan
Then, tracked

Exercise performance · calorie intake and burn

Illustrative sample · not a real person or result

Client
Swiss healthcare partner
Industry
Healthcare
Region
Switzerland
Year
2025
The problem

Health data that means little to the person it describes.

Interpretation

It takes an expert — and experts don't scale.

Health assessment produces a large amount of individual data that means very little to the person it describes. Translating microbiome and hormonal results into what someone should actually eat and do requires expert interpretation that does not scale to every client.

Follow-through

Nothing follows what happens next.

And a report is a snapshot. Without a way to track what happens next, there is no feedback loop and no evidence that any of the advice worked.

Omnicheck answers both: it writes the interpretation for every client, turns it into a plan they can follow, and keeps watching once they do. The rest of this page walks that chain, one stage at a time.

01 Structure the inputs

Every input, in one shape the analysis can read.

User health inputs are collected and normalised into a consistent structure that the analysis layer can reason over.

People describe themselves in questionnaires, in their own words and in results files. None of that is comparable until it is normalised — and it has to be, before any AI can reason over it reliably.

An AI-driven platform transforming health inputs into comprehensive personalised reports.

Health inputs
One structurewaiting
  • diet.fish—
  • diet.home_cooking—
  • activity.type—
  • activity.frequency—
  • goal—
  • results.microbiome—
  • results.hormonal—

Four inputs, four shapes. Normalise them into the record the analysis reads.Illustrative sample

02 Generate the report

Three sections, written for one person.

The platform produces detailed PDF reports covering microbiome health, hormonal balance and Mediterranean lifestyle adherence.

  • Microbiome health — what the results say, in words the person can use.
  • Hormonal balance — read against their own inputs, not a generic profile.
  • Mediterranean lifestyle adherence — how closely current habits already follow the pattern.

Detailed generated PDFs covering microbiome health, hormonal balance and Mediterranean lifestyle adherence.

PDFPersonal health report
Sample A · illustrative

ReadsMicrobiome results

Explained in plain language, and marked as the area to work on first — so it leads the meal plan.

Feeds Meal plan

03 Prescribe specifically

A plan that could only have been written for them.

Reports carry customised workout routines and meal plans rather than general advice, tailored to the individual's results.

General advice is easy to agree with and easy to ignore. A meal plan and workout routine that trace back to a person's own report are something they can recognise as theirs.

Customised workout routines and meal plans derived from individual results.

Built from Sample A's report — pick a source
Meal plan
  • Fibre-rich plants at most mealsfrom § 01 Microbiome
  • Legumes and fish in the week's main mealsfrom § 03 Mediterranean
  • Olive oil as the everyday cooking fatfrom § 03 Mediterranean
Workout routine
  • Current running routine kept as it isfrom § 02 Hormonal
  • A mobility session added to the weekfrom Your inputs

Every line traces back to a section of the report or to the person's own inputs.Illustrative sample

04 Close the loop

A one-off assessment becomes a programme.

An interactive dashboard tracks exercise performance, calorie intake and burn, turning a one-off assessment into continuous, data-driven improvement.

  • Exercise performance against the routine that was prescribed.
  • Calorie intake and burn, day by day, against the meal plan.
  • Evidence of whether the advice is working — the feedback a single report can never give.

An interactive dashboard tracking exercise performance, calorie intake and burn over time.

This week
Sample A · following the prescribed plan
Exercise performance · runs, week on week
Fri · todayRun · not yet logged
  1. Report
  2. Plan
  3. Track
  4. Next report

A report on its own is a snapshot. The week's tracking is the evidence of whether the advice worked.

Pick a day, or log today.Illustrative sample week · relative, unlabelled

Live

In use at omnicheck.ch.

The service as its users meet it — the site is in German, for the Swiss market it serves.

omnicheck.ch
The omnicheck.ch home page: a flat-lay of fruit, yoghurt and running shoes under the heading “Personalisierte KI-Gesundheitsanalyse” (personalised AI health analysis).
omnicheck.ch
The same page on a phone, with the introduction to Omnicheck's AI health analysis in German.
On a phone
The platform on a desktop monitor: cards for personalised nutrition plans, guidance from certified nutritionists, nutritional education and workshops, lifestyle and behaviour coaching, company health management and e-books.
Programmes, coaching and reporting in the platform
How it's built

Four parts, and a loop back to the start.

The same chain as above, as a system: structured inputs feed an AI analysis layer, which writes the report and its prescription; the dashboard's tracking data goes back into the next round.

  1. InputsCollected and normalised

    User health inputs, in one consistent structure.

  2. AnalysisAI over the structure

    Turns the structured inputs into an individual interpretation.

  3. ReportGenerated PDF

    Microbiome, hormonal balance, Mediterranean adherence — with the meal plan and workout routine.

  4. DashboardTracking over time

    Exercise performance, calorie intake and burn.

Built with
AI/LLMsData AnalyticsReactNode.jsCloud
Outcome

What changed.

Expert-level health interpretation delivered without expert time per client

Personalised nutrition and training plans generated from individual data

Continuous tracking replacing one-off assessment

Next

Related work.

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