Automated Batch Release QA

The Problem

Batch release in pharma manufacturing involves reviewing dozens of documents across multiple systems: batch records, certificates of analysis, deviation logs, and SOPs. A single missed discrepancy can delay a release by days.

The Workflow

This example shows a Komposer workflow with three agents working in sequence:

1. Data Collector — pulls the latest batch record from the MES and the corresponding CoA from the LIMS
2. Deviation Checker — compares results against specification limits and flags out-of-spec values with supporting evidence
3. Report Generator — drafts a release decision summary and routes it to the QA reviewer via email

Setup

Connect your MES and LIMS using the built-in integrations. Point the workflow at the batch number and let it run. The output is a structured report the reviewer can approve or escalate directly in their inbox.

Results

Teams using this workflow report a 60% reduction in manual review time and fewer release delays caused by overlooked documentation gaps.