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Which batches used feed lot 2231-B, and how did their harvest titer compare?
Three batches used feed lot 2231-B: BR-0412, BR-0415 and BR-0421. BR-0412 and BR-0421 recorded lower harvest titer than the other batches in the set; BR-0415 was comparable.
The feeding records for BR-0412 and BR-0421 show a feed addition later than the master batch record planned; BR-0415 was fed as planned.
DV-0088 is open on BR-0412. The composition data for lot 2231-B is not in the review set.
BR-0412 · harvest titer · lower
BR-0415 · harvest titer · comparable
BR-0421 · harvest titer · lower
Feed 3 · recorded 11:40 · planned 09:00
Margin note · feed 3 added late, see DV-0088
DV-0088 · open · BR-0412
Lot 2231-B · composition data
Review set · not included
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- 10MDoses delivered with Katalyze
- 40%Faster batch release
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Operational drudgery, handled with evidence and presented to your experts.
Katalyze AI performs defined operational jobs within governed workflows: agents assemble evidence, test hypotheses and draft evidence-backed documents or action plans for expert review. Your scientists direct the work and stay in control.
Katalyze builds agentic infrastructure for GxP environments, so that scientists and engineers can focus on the science.
Say goodbye to year-long investigations, lost time to document search, and broken communication with other sites.
Learn More About Katalyze AIStop searching through batch records and COAs. Start asking them questions.
With Document Intelligence by Katalyze, paper batch records, COAs and PDFs, including records from suppliers, CROs, CDMOs and labs, become structured, source-linked data your teams can review, analyze and trust. Every value keeps its place on the page, from type to scribbled signature.
Explore Document Intelligence
- 1Batch numberBR-0412Extracted
- 2Feed lot2231-B · corrected from 2231-AExtracted
- 3Feed 3, recorded time11:40 · planned 09:00Extracted
- 4Harvest sample to QC2026-03-16Extracted
- 5Manufacturing reviewSigned · 2026-03-17Extracted
- 6Margin notefeed 3 added late, see DV-0088Review
- 7No further correctionsYes · box checkedExtracted
- Katalyze transformed our work by adding AI-powered insights to improve the yield. We can also identify root causes for deviations faster.Tara A · MSAT Data Science Manager
- This platform feels like a tool designed for the next generation, offering instant access and connectivity for the SME community to manage raw materials effectively.Joana D · Critical Material Management
- They had the security, the governance, the deployment story, everything we needed to scale this across R&D, not just run a pilot in one corner of the organization.Sabya D · Global Head (VP) R&D Data Platforms & Products
- Katalyze has shortened the time required to provide insights that would have taken very long to arrive at or even conceptualize altogether.Andrew C · MSAT Process Lead - Tetanus USP
Source-grounded context. Governed results through proven workflows. Less wasted time and capital.
Built for GxP environments: traceable results, with experts in control.
Katalyze is built for regulated environments from the ground up: approved sources, within defined workflows, and records for every run, so a GxP team can verify what was done and why, and stay audit-ready.
How compliance works- 09:41:02Sources approved4 sourcesBatch records BR-0410 to BR-0421 · Veeva Vault · SAP · SnowflakeApproved sourcesAgents are constrained to the right data and tools, and nothing else.
- 09:41:19Evidence assembledLineage kept12 batch records read, 3 systems queried, every value keeps its lineageSource lineageEvery result keeps its path back to the original record, table, field or note.
- 09:43:05Uncertainty surfaced1 flaggedComposition data for feed lot 2231-B is not in the review set; flagged, not assumedUncertainty surfacedMissing or uncertain information is surfaced instead of passing silently.
- 09:44:40Draft preparedDraftInvestigation documentation: the possible explanations in order, the evidence behind each, the follow-up proposed
- 10:12:36ReviewedRevisedJ. M., MSAT lead · comment on explanation 02 · draft revisedExpert approvalYour scientists retain review and approval authority over every decision.


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- 01A live run on records like yours, from document to structured, source-linked data.
- 02The Context Layer for one operational job: Ontology, Knowledge Graph, lineage.
- 03An Agentic Solution end to end, with the execution record and the review step.
- 04How it connects to the systems you already run.
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