Scientific workflows

From Scientific Question to Prioritized Next Step

A transparent five-step process for biomarker, target, clinical, pathway and workflow questions.

1
Define the scientific decision
We agree on the exact question behind the request: which choice has to be made, by when, and what would change the answer.
2
Map the relevant evidence
Publications, clinical trials, public databases and the knowledge you already hold are gathered and structured into one map.
3
Evaluate evidence quality and consistency
Study design, replication, population relevance and contradictions are assessed — not just counted.
4
Identify gaps, risks and opportunities
Where the evidence is thin, conflicting or absent is made explicit, together with what that means for your programme.
5
Recommend prioritized next steps
Findings become a short, ordered set of recommendations your scientific and business stakeholders can act on.

Scattered sources are connected, weighed and reduced to the decision your team needs to make.

How the assessment is controlled

AI accelerates retrieval, structuring and comparison across large evidence sets.

Interpretation, weighting and conclusions stay with scientific judgement.

Sources, assumptions and uncertainty travel with every conclusion.

Apply this workflow to a current R&D decision.