Analysis reports: compliance verified by AI

Heterogeneous PDF reports, dozens of parameters, thresholds specific to every specification: manual checking is slow and fallible. The ERHA pipeline extracts the results, compares them against your thresholds and alerts on exceedance.

PDF

as input, whatever the lab and the layout

100%

of values traced back to their source in the report

auto

alerts raised the moment a threshold is exceeded

Manual checking doesn't scale

Every analysis report arrives in a different format depending on the lab: parameters named differently, varying units, scanned tables. Copying values into a tracking table and comparing them against specifications is pure re-entry work: slow, repetitive, and where any error can hide a non-compliance.

The ERHA pipeline reads the reports, recognises parameters and units, compares each value against your thresholds and returns a consolidated compliance status. Doubtful values are re-checked and flagged; every figure stays traced back to its source in the document.

What the pipeline takes over

Result extraction

Values are extracted from the PDFs, including multi-page and scanned ones.

Parameters and units

Heterogeneous labels and units are mapped to your nomenclature.

Threshold comparison

Each value is checked against your specifications and regulatory limits.

Exceedance alerts

Any non-compliance raises an explicit alert, never a silent one.

Consolidation

Reports from several labs converge into a single tracking view.

Traceability

Each value stays linked to its source report, each run to its cost.

The pipeline applied to the reports

The 5 ERHA steps applied to your analysis reports: from PDF drop to compliance status.

  1. 001

    Ingest

    You drop the PDF reports into your dedicated space.

  2. 002

    Analyse

    The pipeline extracts values, parameters and units from each report.

  3. 003

    Process

    Each value is compared against the thresholds in your specifications.

  4. 004

    Verify

    Doubtful values are re-checked and marked for validation.

  5. 005

    Deliver

    The compliance status is returned, with alerts and links to the sources.

Frequently asked questions

Which report formats are accepted?

Native PDFs as well as scanned documents, whatever the issuing lab. Heterogeneous layouts are mapped to your parameter nomenclature.

Can we use our own thresholds?

Yes, that is the point: the pipeline compares each value against the internal specifications and regulatory limits you provide. Thresholds are versioned in your space.

What happens when a value is unreadable or doubtful?

It is never guessed: the pipeline re-processes it, then flags it explicitly for human review, with a link to the relevant area of the report.

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