Bring Your Paper Records Into the Digital Age — Without an MES
Advisory support for pharmaceutical manufacturers evaluating historical-record digitization, data integrity, and oversight across contract partners—without assuming a full MES replacement.
Built for the Realities of GMP Manufacturing
Whether you run your own site or oversee a network of contract manufacturers, the platform meets you where your data lives today.
Paper to Digital, Without an MES
Assess how handwritten batch records, logbooks, and QA forms can move into a controlled digital workflow without assuming a full MES replacement.
ALCOA+ Data Integrity
Define validation, review, traceability, and governance controls around the Attributable, Legible, Contemporaneous, Original, and Accurate principles.
Contract Manufacturing Oversight
Evaluate oversight needs across CDMOs, CMOs, and sites when partners use different MES, LIMS, and document systems.
A Data Fabric For Compliance and Oversight
A practical framework for evaluating record conversion, review controls, traceability, and the human decisions required to maintain defensible data.
Document extraction assessment
Assess where document extraction could support batch records, logbooks, and QA forms, and where verified human review remains necessary.
Rule-based review concepts
Explore how defined rules may help identify exceptions for review without presenting software as a virtual Quality Unit.
Human + AI Workflows
Technology may assist with triage and organization; the designated Quality Unit retains review, approval, and disposition responsibility.
Explainable & Traceable
Traceability to source pages, signatures, and timestamps should be designed and validated as part of any implementation.
A Watchdog for Your Manufacturing Operations
An advisory framework for assessing how data from internal systems and contract manufacturers could support more focused, risk-based quality oversight. Capabilities depend on the client’s validated systems, controls, and implementation.
Data-source assessment
Map relevant MES, LIMS, historian, and partner-system sources before selecting an integration or oversight approach.
Exception and trend rules
Define risk-based rules for surfacing potential trends, deviations, and exceptions for qualified review.
Risk-based review design
Identify where structured review may focus human attention while preserving required checks, approvals, and oversight.
Multi-site and CDMO governance
Establish common data definitions, escalation criteria, and governance expectations across internal sites and contract partners.
When You Need It Most
Where It Delivers Value
Evaluating How to Modernize Records and Oversight?
Get a walkthrough tailored to your operation — whether you're digitizing a decade of paper batch records or unifying oversight across multiple CDMOs.
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