SHIRO AI / Scientific analysis

Turn a dataset into a clearer next question.

Upload public or synthetic data, ask one scientific question and receive a structured report with evidence checks and only the visualisations that help answer it.

Safe taster boundary. Use synthetic or public data only. Do not upload ELN exports, proprietary SOPs, patient data, clinical records or confidential research data. AI-generated analysis still requires qualified scientist review.

Run an analysis

The first pass checks the structure and quality of your dataset before explaining what can be calculated.

DatasetChoose a CSV or XLSX fileMaximum 5 MB · processed in memoryBrowse

Use the built-in sample or download the ST-301 synthetic dataset.

Supporting protocol or documentAdd a TXT or Markdown protocolOptional context for Sol · maximum 5 MBBrowse

The protocol helps Sol interpret units, groups and review rules. Download the matching protocol.

Scientific question

Research the scientific contextOptional public biomedical literature search. This adds time and API cost; external research is not evidence that your study results are valid.

Your files are checked in memory for this analysis and are not saved.

Results will appear here.

Run the synthetic sample or upload a public dataset to see what the workflow produces.

SHIRO AI / ANALYSIS REPORT

Evidence review

Scientist review requiredNo dataset selectedNo supporting protocol

Records-

Fields-

Review flags-

ReportAI-guided

Executive summary

Sol’s report will appear here after the analysis is complete.

Scientific report

Study narrative

Sol’s report will appear here after the analysis is complete.

Selected by Sol

Evidence visualisations

Charts use the calculated dataset

Only visualisations relevant to the question and available fields are shown. A chart supports review; it does not establish causality.

Data quality

Validation findings

Show calculated data profile

Open this when you need the underlying numeric summaries. They are available for auditability, but are not the main report.