Building a Data Integrity Culture
How do you ensure Data Integrity?
Start by asking the question: “Is Data Integrity part of our culture?” Data Integrity Services should be a core value of your culture that is promoted throughout your organization from the top down. A typical Data Integrity Consulting Services program will include:
- Roles and Responsibilities
- Risk Based Validation Plans for Computerized Systems
- Process and Procedural Controls
- SDLC Methodology (GAMP5, etc.)
- Periodic Review Approach
- Testing Approach
- Audits, Validation and Systems Implementation (LIMS, ELN, MES, Electronic Batch Records)
- Data Validation and Verification
- Access Control
- Data Encryption
- Regular Backups and Recovery Plans
- Data Versioning and Timestamps
- Audit Trails and Logs
- Error Handling Mechanisms
- Change Control & Change Assessments
- 21 CFR Part 11/ EU Annex 11
- Training
- Record Retention/Archival
- System Decommissioning
Who We Are
What We Do
Mangan Biopharm offers personnel who can provide Data Integrity assessments for your systems supporting GxP activities in the heavily-regulated biopharmaceutical Industry. Whether your scope is a single system, complete DI program development, or an audit of your existing program against current industry standards, Mangan can provide Regulatory Data Integrity for Life Sciences resources to fit your specific needs.
Why choose Mangan?
With over 25 years of providing services to our Life Sciences clients, our personnel have the expertise to work with you on projects of all sizes. Regardless of project scope and size, Mangan Biopharm can provide expert professional services as well as Data Integrity Compliance Solutions to deliver projects on time and on budget without sacrificing quality.
Good Documentation / Data Practices
Good documentation and data practices extend from paper records into electronic records and management of both. Data Integrity has at its foundation quality data and an understanding of how the data is used to support GxP activites. A common definition of quality data includes data that meets the principles of ALCOA or its extension ALCOA Plus.
ALCOA
Attributable: Information is captured in the record so that it is uniquely identified as executed by the originator of the data (e.g. a person or a computer system).
Legible, Traceable, and Permanent: Data are readable, understandable, and allow a clear picture of the sequencing of steps or events in the record so that all GXP activities conducted can be fully reconstructed by the people reviewing these records at any point during the records retention period set by the applicable GXP.
Contemporaneous: Data recorded at the time they are generated or observed.
Original: The first or source capture of data or information and all subsequent data required to fully reconstruct the conduct of the GXP activity.
Accurate: Data are correct, truthful, complete, valid and reliable
Plus (+) The plus component of ALCOA adds the following intrinsic principles:
Complete: All data are available, nothing has been deleted (evidence: audit trail).
Consistent: Data are recorded chronologically with data and time (evidence: audit trail).
Enduring: Data are accessible for an extended period of time – after 20 years.
Available: Data are accessible over the lifetime of the product.
- Quality Systems: Trackwise, Documentum, MasterControl, Pilgrim
- LIMS: LabWare, LabVantage
- EMMS: Maximo, Blue Mountain
- Drawing Management: Adept, BlueCielo, Autodesk Vault
- CDS: Empower, OpenLab
- Data Historian: OSI Pi, IP21,
- DCS: Allen-Bradley/Rockwell Platforms, DeltaV
- BMS/BAS: Siemens, Rockwell
- PLC/SCADA: ABB, Rockwell, Siemens, Wonderware
FAQ
Building a data integrity culture ensures that data is accurate, complete, and reliable across all systems and processes. In regulated environments, it supports compliance with GxP standards and promotes accountability at every level of the organization.
Organizations can ensure strong data integrity by implementing clear roles and responsibilities, risk-based validation plans, secure access controls, audit trails, data encryption, and regular system reviews. These measures are often supported through Data Integrity Compliance Solutions.
Data Integrity Consulting Services include system assessments, gap analysis, program development, audit readiness support, and implementation of best practices aligned with ALCOA+ principles to ensure data quality and regulatory compliance.
Regulatory Data Integrity for Life Sciences is critical for pharmaceutical, biotechnology, and clinical research organizations that must comply with strict regulations such as 21 CFR Part 11 and EU Annex 11 while maintaining reliable and traceable data.
Data Integrity Services help organizations standardize processes, reduce data errors, enhance system reliability, and ensure compliance with regulatory requirements. This leads to better decision-making, smoother audits, and improved overall efficiency.
Example Projects
