Can Katalyze read results beyond the report's cover sheet?

Yes, when the result pages are included in the document set. Document Intelligence can extract results from those pages and retain their source links. A cover-sheet reference to a result does not supply the result itself; missing pages remain an information gap.

How is a lab sample connected to the manufacturing batch?

The report's sample identity, batch reference, and sampling details provide the basis for the connection. In the Context Layer, these can be related to the relevant batch record and process stage. Missing or conflicting identifiers need review before the relationship can be relied on.

Can lab results support a comparison across batches?

Yes. Results can be brought together with batch and process information in the Context Layer for analysis. Your scientists assess whether sampling stages, methods, and units support the comparison, and what any differences mean. A lower result alone does not establish a cause.

Can reports from a CRO or contract lab be used?

Yes. Document Intelligence can structure reports received from CROs and external laboratories using your terminology and field definitions. The sample details, methods, and results remain connected to the supplied report, giving your team a basis for reviewing the external work.

Harvest results · BR-0412 · page 1 of 2In your schema

ReportHarvest resultsp. 1 · header
SampleBR-0412 · harvestp. 1 · sample block
Sampling stageHarvestp. 1 · sample block
Sampled2026-03-16 · AMp. 1 · sample block
Received2026-03-16p. 1 · sample block
Test and methodHarvest titer · HPLCp. 1 · tests table
ResultOn p. 2 · lower than the comparison setp. 1 · tests table · the set in Snowflake
SignaturesAnalyst · reviewer · datedp. 1 · signatures

8 of 12 fields · page 1 of 2 · source-linked

Lab reports

Lab results, connected to the sample and method.

Interpreting a result means knowing what was sampled, when, and how it was tested. Document Intelligence structures lab reports with those details intact, so your scientists can trace the findings and assess them alongside the relevant batch and material records.

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Inside lab reports

What the record holds, and where it matters.

The details your team needs are spread across fields, tables, notes, and signatures. Katalyze makes them easier to use while keeping them connected to the record.

Explore Document Intelligence

01
The report and laboratory
The report title, laboratory, and page references identify the document and show where its results are recorded.
Needed for Analytical review · source traceability
02
The sample and sampling stage
Sample identity, batch reference, sampling stage, and collection and receipt dates connect the results to the material tested.
Needed for Deviation Investigation · batch comparison
03
Tests, methods, and results
Test entries connect the reported result to its method and source page, including results recorded beyond the report's cover sheet.
Needed for Analytical review · Raw Material Characterization
04
Comments and review signatures
Comments and dated analyst and reviewer signatures preserve the interpretation and review activity documented with the results.
Needed for Analytical review · Quality review

Structured data

Organized around the way your operation works.

Katalyze maps extracted information to your terminology and field definitions, retaining links to the original page, table, field, or note.

Explore the Context Layer

Entity

Report

harvest results

Titletextheader
Laboratorytextheader
Samplereferencesample block
Pagesquantityfooter

Entity

Sample

BR-0412 · harvest

Batchreferencesample block
Sampling stagetextsample block
Sampleddate · initialssample block
Receiveddatesample block

Table

Tests

the table

Testtextcolumn 1
Methodtextcolumn 2
Resultspage referencecolumn 3

Entity

Batch

BR-0412

Batch numberidentifiersample block
Producttextsample block
Harvest samplereferencethe batch record's harvest line

Entity

Result

harvest titer

Testreferencetests table
Valueas reportedp. 2
Compared withtextthe comparison set · Snowflake

Entity

Signatures

analyst · reviewer

Analystsignature · datesignatures
Reviewersignature · datesignatures
Commentstextcomments

Checks and review

A clear path from a flagged value to its source.

Defined checks flag information for review. Your experts inspect the source, confirm or correct the extracted information, and leave a record of the decision.

Review and traceability

The harvest results for batch BR-0412, a scanned cover sheet: the sample block, the tests with their methods and the page their results are on, the analyst's and the reviewer's signatures

Sample · BR-0412 · harvestMatches the batch record's harvest line · 2026-03-16 AMChecked

Sampling stage · harvestOn record · the stage the set was sampled atChecked

Received · 2026-03-16Same day as sampledChecked

Harvest titer · HPLCMethod on record · results on p. 2Checked

Result · p. 2Lower than BR-0410 to BR-0421 · analytical context to reviewFlagged

Analyst · reviewerSigned and datedChecked

ReviewHarvest titer · BR-0412 · lower than the comparison set

Confirm the read · analytical context to review
Correct the read

J. M. · 2026-03-18 · Result read from p. 2 · sampling and method to review · Confirmed

After review

Document data, connected to the wider operation.

Reviewed data can go to a configured destination or join system data through Connectors in the Context Layer, linking records to the materials, batches, and processes they describe.

Explore Connectors

Read from the record
Harvest sample · BR-0412 · 2026-03-16 · AM
Sampling stage · harvest
Received · 2026-03-16
Harvest titer · HPLC
Result · p. 2 · lower than the set
Analytical context · sampling and method · review
Analyst · reviewer · signed

In the Context LayerWhat is known · what the record adds

Product P-14batches12 · BR-0410 to BR-0421harvest samples12 · one per batchharvest resultsSnowflake · the comparison set

Batch BR-0412harvest sample harvest titer feed 311:40 · planned 09:00 · feeding recorddeviationDV-0088 · open

Harvest sample · BR-0412sampling stage received test signed

Batch BR-0415harvest titerComparable · Snowflakefeed lot2231-B

Batch BR-0421harvest titerLower · Snowflakefeed 3later than planned

Deviation DV-0088whatfeed addition later than plannedstatusopen · under investigationanalytical context

7 things read · every value with its page · source links retained

Put to work

Evidence for the work that follows.

Agentic Solutions use the Context Layer to investigate operational questions and draft supporting documents and action plans for your experts to review.

Explore all solutions

01
Deviation Investigation
Assemble and validate relevant evidence to investigate possible causes.
- Harvest titer · BR-0412 · lower · p. 2
- Analytical context · sampling and method · Review
- Sample · harvest · 2026-03-16 · AM
→
02
Raw Material Characterization
Connect material, supplier and scientific information to investigate variability.
- Harvest titer · BR-0412 · BR-0415 · BR-0421 · lot 2231-B
- Comparable on BR-0415 · the same-lot comparison
- Sampling stage · harvest · across the set
→

Questions

Questions about lab reports.

How these records are read, checked, and put to use.

Less time preparing data. More time using it.

Bring the job you want to move forward and the records you'd like connected. Thirty minutes on how Katalyze would do the work, and where your experts come in.

Or, just a quick chat to run through the product, your call.

Explore Document Intelligence

Lab results, connected to the sample and method.

What the record holds, and where it matters.

The report and laboratory

The sample and sampling stage

Tests, methods, and results

Comments and review signatures

Organized around the way your operation works.

Report

Sample

Tests

Batch

Result

Signatures

A clear path from a flagged value to its source.

Document data, connected to the wider operation.

Evidence for the work that follows.

Deviation Investigation

Raw Material Characterization

Questions about lab reports.

01Can Katalyze read results beyond the report's cover sheet?

02How is a lab sample connected to the manufacturing batch?

03Can lab results support a comparison across batches?

04Can reports from a CRO or contract lab be used?

Less time preparing data. More time using it.