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From Unstructured Source Documents to Analysis-ready Data in Days.

Celra AI extracts, curates, and source-links structured clinical, safety, efficacy, regulatory, and RWE data — schema-enforced and submission-ready. No black box. SME sign-off at every stage.

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Systematic Literature Intelligence Platform

One platform covers every evidence data type your team works with — from source document-based clinical extraction to regulatory dossiers, RWE, and competitive intelligence. No switching tools, no reformatting between workflows.

Clinical outcomes
Safety data
Efficacy endpoints
Competitive intelligence
Source document review data
SLR / TLR data
PK/PD Data
Quality of Life (QoL) Data
Medical affairs data
HTA / payer evidence
Regulatory evidence
RWE data
Network meta-analysis
Meta-analysis inputs
The Solution

How Celra AI works

Whatever the data type, every extraction follows the same five-stage pipeline. AI does the reading, structuring, and source-linking. A trained SME validates every decision. The output reaches your team analysis-ready — nothing to reconcile, nothing to reformat.

1

Source ingestion

Unstructured source documents ingested across all source types simultaneously
2

Structured extraction

Every value extracted with CI bounds, p-values, population definitions, imputation methods, and treatment arms
3

Source linking

Each value linked to its source page, supporting quote, and AI reasoning — full provenance per row, per value
4

SME validation

Trained SME reviews and approves every stage. Nothing proceeds without explicit sign-off. No black box.
5

Schema delivery

Analysis-ready Excel workbook — schema-enforced, submission-ready, no post-processing required

AI accelerates extraction

SMEs ensure accuracy

Every data point is fully traceable

Validated results

These aren’t projected numbers. We measured every extracted value against the source documents. Here’s exactly what Celra AI produced.

96

data coverage

80

faster extraction

10-12

for 100 trials & 100 variables

80

data extraction accuracy
Get started in 48 hours

See it run on a paper from your own pipeline.

We’ll run a live extraction on a trial you choose — your therapeutic area, your endpoints. First batch live within 48 hours of a signed agreement.

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