How we work

How research becomes an answer you can rely on.

Every publication on this platform takes the same route: from the question through the source search and the AI-assisted analysis to professional review. We lay this route open — including what the AI does not take on.

See an example What we do not do
Close-up of layered pages and notes as an image of structured evaluation
The route of a question

Five steps, each one traceable.

At every step it says what the artificial intelligence takes on — and what it expressly does not take on.

01

The question

It starts with a precise question. It comes from practice: from what therapists describe to us, and from what has remained unresolved in the literature.

The AI takes on

Breaking the question down into searchable sub-aspects, including technical terms, synonyms and English equivalents.

The AI does not take on

The choice of question. What gets researched is decided by people — not by a model and not by search volume.

02

Source search

The search is systematic, across international study platforms and qualified specialist sources. The inclusion and exclusion criteria are fixed beforehand and documented alongside.

The AI takes on

Searching large volumes of literature and capturing title, abstract, study type, sample size and year of publication.

The AI does not take on

The decision which source counts. Criteria are set in advance so that the selection stays verifiable and is not adjusted afterwards to fit.

03

AI analysis

Across many papers, recurring endpoints, divergent findings and methodological differences are made visible. This is exactly where the benefit lies: in a volume no individual can survey any more.

The AI takes on

Summarising, structuring and comparing. Also finding papers that contradict each other.

The AI does not take on

The verdict on efficacy. It reproduces what was reported — not whether it is true. We carry this distinction through the entire presentation.

04

Professional review

In this step every statement is checked against the original source: does the summary match the paper? Are limitations named? Is counter-evidence missing? Whatever does not hold up is corrected or discarded.

The AI takes on

Nothing. It lays the references side by side so the review can be done quickly — no more than that.

The AI does not take on

The approval. Without professional review, no summary is published here.

05

Publication

Published with the date, the full list of sources and a note that the summary was produced with AI assistance. Every statement can be traced back to the primary source.

The AI takes on

Formatting, keywording and linking to related topics in the library.

The AI does not take on

The labelling itself. That something was produced with AI assistance is always stated — that is a rule, not a setting.

This is what the result looks like
An example, fully labelled

How a summary is delivered.

AI summary Search: 07.09.2026 · 3 sources · professionally reviewed

On humic acid complexes and gut health there is one randomised, double-blind, placebo-controlled study in diarrhoea-predominant irritable bowel syndrome, together with investigations on human tissue and a broad preclinical basis. Three points of action are described above all: the tightness of the gut barrier, the binding of substances in the gut lumen, and inflammation-associated markers. A clinical review in Frontiers in Pharmacology places the findings in context for use in humans. It should be noted that the origin and processing of the materials studied differ considerably — a result applies first of all to the material with which it was obtained. The number of controlled human trials is still small; they point in the same direction and are growing.

The sources behind this summary

This summary shows the form: finding, type of investigation, source — and at the end, what remains open. Every answer from the research looks like this.

In practice

What this means for your work.

Traceable rather than assertedEvery statement comes with its source. You can check every detail yourself against the original.
Limitations firstStudy type, sample size and limits come before the result — not in the small print afterwards.
Contradictions stay visibleWhere papers contradict each other, we do not smooth it over. Disagreement is itself a piece of information.
See research topics
Limits

What we expressly do not do.

Three grades, always visible

Established, plausible or hypothesis — every statement carries its grade. With us a hypothesis is not a flaw but an invitation to test it.

Connections rather than isolated findings

We show the chain — from stress via cortisol to inflammation, from the gut barrier to the microbiome — and name the point where research is still missing.

No product recommendations

We do not rate commercial preparations and make no purchase recommendation.

No patient data

No patient data is processed or stored on this platform.

Request access to the Professional Circle

Newsletter

New studies and research focuses, as soon as they appear.