KERNEL

From source to submission. Nothing in between.

KERNEL covers the full cycle: scientific aggregation, referenced drafting, human validation, submission. Every step traced.

Your Scientific Data Warehouse

PubMed, EMA, ANSM, ClinicalTrials.gov and your proprietary data, aggregated, structured, and queryable in seconds.

Step 01 / 05

Aggregation

PubMed, EMA, ANSM, ClinicalTrials.gov, Cochrane, FDA, and your proprietary data: KERNEL continuously connects and collects thousands of documents from dozens of sources.

  • 30+ connected sources

    PubMed, EMA, FDA, ANSM, Cochrane, ClinicalTrials.gov and more

  • Continuous automated collection

    New publications detected and indexed in real time

  • Proprietary data included

    Internal reports integrated alongside public regulatory sources

Step 02 / 05

Structuring

Every document is indexed across dozens of dimensions: compound, indication, publication type, source, clinical phase, date, and regulatory region.

  • Multi-dimensional indexing

    Compound, indication, phase, source, date, region and more

  • Hundreds of categories

    Granular, automatic organization with no manual effort

  • Faceted navigation

    Filter and cross-reference dimensions to find exactly what you need

Step 03 / 05

Research Workspace

Ask your question in natural language. KERNEL creates a research workspace with filtered results, grouped by source, ready to explore.

  • Natural language search

    Ask your question as you would a subject-matter expert

  • Dedicated research workspace

    A structured workspace for each research question

  • Results grouped by source

    PubMed, EMA, FDA, ANSM: each source identified and scored

Step 04 / 05

Prioritization

Within your workspace, results are ranked by evidence level, regulatory weight, and clinical relevance. KERNEL automatically surfaces what matters most.

  • Evidence level ranking

    Level I (meta-analysis) to Level V (expert opinion), automatically ranked

  • Integrated regulatory weight

    EMA, FDA, and ANSM guidelines weighted by regulatory authority

  • Clinical relevance scoring

    Every source evaluated for relevance to your specific question

Step 05 / 05

In-depth Analysis (PICO)

Click any source to access its full analysis. Population, Intervention, Comparison, Outcome: every element extracted automatically.

  • Automatic PICO extraction

    Population, Intervention, Comparison and Outcome identified

  • Evidence-based medicine standards

    Every study deconstructed according to EBM standards

  • Actionable structured data

    Extracted elements feed directly into your documents

From first draft to submission, without losing the source.

KERNEL writes the first draft. Your teams verify, annotate, approve. Every sentence stays traceable back to its original source.

Step 01 / 05

Initial Drafting

KERNEL generates a structured first draft from your trial data. The document follows regulatory templates and automatically populates all required sections.

  • Structured draft in minutes

    No blank page — a complete document from the start

  • Built-in regulatory templates

    ICH, EMA, FDA: correct format from the first version

  • Clinical data injected automatically

    Your trial results feed directly into the narrative

Step 02 / 05

Claim Detection

Every scientific claim is identified and flagged as traceable, ready to be sourced and verified.

  • Automatic identification

    Every scientific claim detected and highlighted

  • Zero claims missed

    Exhaustive coverage, even in dense technical sections

  • Traceability counter

    See at a glance how many claims still need sourcing

Step 03 / 05

Linked References

For each claim, KERNEL retrieves the primary source from your data and the scientific literature.

  • PubMed, EMA, FDA in real time

    Automatic search across regulatory databases

  • Direct link to the source

    One click to verify any claim

  • Relevance scoring

    Every source evaluated and ranked automatically

Step 04 / 05

Evidence Audit

KERNEL assesses the strength of your references: regulatory coverage, gap recommendations, and compliance checks.

  • Coverage analysis

    Every claim backed by a source of sufficient quality

  • Smart suggestions

    Recommendations for additional supporting references

  • Pre-submission compliance

    EMA and FDA checks completed before human review

Step 05 / 05

Review & Validation

Reviewers comment and approve directly within the document. Export is ready for submission in one click.

  • Collaborative review

    Real-time comments and approvals from your team

  • Multi-reviewer sign-off

    Clear audit trail of who approved what

  • Submission-ready export

    One click, compliant format, ready to send

Submit before your competitors on the same molecule.

See how teams are going from data to dossier in a fraction of the time.

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