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Reproducibility review serviceGet a free sample

For Research teams preparing computational publications

Independent execution evidence with exact discrepancies and environment context.

For research teams preparing computational publications, turn authorized code, data, environment definitions and expected outputs into reproducibility review report.

Start a pilotHow it works

The problem

Results cannot always be regenerated from supplied materials.

What you get

Reproducibility review report.

Authorized code, data, environment definitions and expected outputs in, reviewed results out. People check what the AI drafts before anything reaches you.

Features

Everything the job needs, nothing it doesn't.

01Inspect instructions
02Recreate approved environments
03Run supplied analyses
04Compare outputs
05Document deviations
06Suggest reproducibility fixes

How it works

From your files to approved results.

Evidence review and quality assurance workspace.

  1. Agree review criteria
  2. Ingest a sample
  3. Generate candidate findings
  4. Inspect supporting evidence
  5. Let reviewers confirm or dismiss each item
  6. Assign corrections

Free sample

A reproduction audit of one reported figure.

Test USD 500-2,000 for a defined audit sample and report. Offer recurring review priced by reviewed items and specialist hours. Software-only access can follow a reliable reviewed service. All prices require validation.

Start a pilot

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