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Data Integrity (ALCOA+) Software helps pharmaceutical manufacturers maintain trustworthy, traceable, and compliant data throughout its lifecycle. Veritas GxP embeds data integrity controls across manufacturing, quality, documentation, access, workflow, and approval processes.

What is Data Integrity (ALCOA+) Software?

Data Integrity (ALCOA+) Software is a compliance solution that helps pharmaceutical manufacturers maintain reliable, accurate, complete, and traceable data throughout its lifecycle. It supports the ALCOA+ principles—Attributable, Legible, Contemporaneous, Original, Accurate, Complete, Consistent, Enduring, and Available—across regulated electronic records and activities. Veritas GxP embeds data integrity controls directly into manufacturing, quality, documentation, access, and approval workflows.

By connecting user access controls, electronic records, audit trails, electronic signatures, workflow approvals, and change history, Veritas GxP helps organizations establish consistent data integrity practices across their GxP operations. This provides greater visibility into who created, reviewed, approved, or modified information while supporting investigations, regulatory inspections, and ongoing compliance.

Why Pharmaceutical Manufacturers Need Stronger Data Integrity Controls

Manual records, uncontrolled spreadsheets, paper-based processes, shared credentials, and incomplete audit trails create gaps in data integrity. These gaps slow down investigations, increase inspection risk, and make it harder to demonstrate compliance to both FDA and CDSCO auditors.

Legacy data integrity platforms often take 6–9 months to configure and validate — long enough that gaps persist through multiple audit cycles. Veritas GxP closes that window, going live in weeks with ALCOA+ controls active across access, records, workflows, and audit trails from the start.

Industry Challenges

Common Data Integrity Challenges in Pharmaceutical Manufacturing

01.

Incomplete Data Records

Prevent missing information with controlled electronic workflows that capture required data throughout every regulated process step.

02.

Uncontrolled Data Changes

Track every record modification with secure, time-stamped audit trails showing what changed, who changed it, and when.

03.

Shared User Credentials

Enforce individual user authentication and role-based access to maintain accountability for every regulated activity performed.

04.

Poor Traceability

Connect records, approvals, signatures, and activities into one traceable data history across manufacturing and quality operations.

05.

Manual Documentation

Replace error-prone paper processes with validated electronic records and standardized, repeatable workflows.

06.

Fragmented Data Integrity Controls

Disconnected systems make it difficult to apply consistent data integrity controls across users, records, workflows, approvals, and audit trails.

Core Capabilities

Powerful Features for Pharmaceutical Data Integrity Management

ALCOA+ Data Integrity Controls

Apply ALCOA+ principles across every regulated workflow to keep data attributable, legible, accurate, complete, and available.

Complete Audit Trail

Automatically capture record changes, user activities, approvals, and system events with tamper-evident, time-stamped traceability.

Role-Based Access Control

Restrict access by user responsibility so only authorized personnel can create, modify, review, or approve records.

Secure Electronic Signatures

Authenticate users before GMP-critical approvals and bind signatures directly to their corresponding electronic records.

Electronic Record Management

Maintain controlled electronic records across their full lifecycle while preserving integrity, availability, and traceability.

Data Change History

Capture previous and updated values side by side for clear visibility into every regulated record modification.

Workflow Controls

Apply predefined workflows, validations, and authorization rules to eliminate uncontrolled, ad hoc data processing.

User Activity Tracking

Monitor user actions across manufacturing, quality, documentation, and compliance processes to strengthen accountability.

Data Review & Verification

Support controlled review cycles that flag incomplete, inconsistent, or potentially incorrect data before final approval.

Cross-Module Data Integrity

Apply consistent ALCOA+ controls across eBMR, QMS, DMS, Electronic Logbook, LMS, and Electronic Signatures modules.

Data Integrity Monitoring

Monitor data activities, record changes, approvals, and control exceptions across connected regulated workflows.

Regulatory & Compliance Support

Support applicable GMP, 21 CFR Part 11, EU GMP Annex 11, and CDSCO requirements through controlled electronic records, user access, audit trails, electronic signatures, and data integrity controls.

Data Integrity Exception Management

Identify incomplete, inconsistent, or potentially unauthorized data activities and route them for review before they affect downstream quality or manufacturing decisions.

WorkFlow

Data Integrity Workflow Across the Electronic Record Lifecycle

1

Create Data

Capture regulated information directly within controlled electronic workflows and approved business processes.

2

Authenticate User

Verify individual user identity before granting access to regulated activities and electronic records.

3

Validate Entry

Apply configured business rules and validations to prevent incomplete or invalid data entries.

4

Record Activity

Automatically capture user actions, transactions, and relevant system events for complete traceability.

5

Review Data

Let authorized personnel review records for accuracy, completeness, and consistency before approval.

6

Approve Electronically

Use authenticated electronic signatures to approve regulated records and GMP-critical activities.

7

Track Changes

Preserve the full history of modifications, including previous values, updated values, users, and timestamps.

8

Maintain Audit Trail

Keep a secure, tamper-evident activity history evidencing how regulated records were created and managed.

9

Periodic Review

Review records, activities, permissions, and controls on a scheduled basis to catch integrity issues early.

10

Secure Retention

Maintain regulated records and metadata throughout the full required retention lifecycle.

Business Benefits

Key Benefits of Strong Pharmaceutical Data Integrity

Improve Data Reliability

Maintain accurate, consistent, and traceable information across regulated pharmaceutical processes.

Strengthen Compliance

Support GMP, electronic record, data integrity, and computerized-system control requirements.

Reduce Data Integrity Risks

Control access, workflows, changes, approvals, and record handling to reduce opportunities for uncontrolled data manipulation.

Improve Traceability

Connect users, activities, records, approvals, and changes throughout the data lifecycle.

Simplify Investigations

Use audit trails and change history to reconstruct relevant data events efficiently.

Reduce Manual Errors

Replace uncontrolled paper and manual processes with structured electronic workflows and validation controls.

Improve Inspection Readiness

Provide accessible evidence of data creation, review, approval, modification, and retention.

Strengthen Accountability

Tie every regulated activity to an authenticated individual user, with no shared credentials.

Deploy Faster Than Legacy Platforms

Go live in weeks instead of the 6–9 months typical of legacy data integrity implementations.

Support Multi-Regulatory Compliance

Apply consistent data integrity controls across regulated environments while supporting applicable GMP, 21 CFR Part 11, EU GMP Annex 11, and CDSCO requirements.

Compliance & Data Integrity

Data Integrity & Regulatory Compliance

ALCOA+

Support data that is attributable, legible, contemporaneous, original, accurate, complete, consistent, enduring, and available.

GMP

Apply controlled processes and data practices across regulated pharmaceutical manufacturing operations.

US FDA 21 CFR Part 11

Support secure electronic records, electronic signatures, access controls, and audit trails per FDA requirements.

India CDSCO

Align data integrity, electronic record, and audit trail controls with India's CDSCO regulatory expectations.

EU GMP Annex 11

Support controlled computerized systems, data integrity, user access, and traceable electronic records.

Electronic Records & Signatures

Maintain trustworthy electronic records and bind authenticated approvals to the records they govern.

Audit Trails

Maintain secure, time-stamped histories of relevant record and system activities across every module.

Data Integrity Governance

Provide centralized controls and evidence to support ongoing data integrity oversight across sites.

Why Choose Veritas GxP?

Why Veritas GxP for Data Integrity

Veritas GxP treats data integrity as a platform-wide principle, not a standalone compliance add-on.

ALCOA+ controls are embedded across eBMR , Quality Management , Document Management, Electronic Logbook, Learning Management, Electronic Signatures, and User Access Management, so every regulated workflow inherits the same standard of accuracy and traceability.

Veritas GxP is built for manufacturers who need to satisfy two regulators at once. Rather than layering a US-only compliance tool with manual workarounds for India, Veritas GxP aligns data integrity, audit trail, and electronic signature controls with both US FDA 21 CFR Part 11 and India CDSCO from a single configuration — no parallel systems, no duplicated validation effort.

Veritas GxP embeds data integrity controls across manufacturing, quality, documentation, access, approval, and training workflows, helping organizations maintain accurate, complete, consistent, traceable, and reliable data throughout the electronic record lifecycle.

Veritas GxP also keeps data integrity connected rather than fragmented. Because audit trails, electronic signatures, access controls, and change history operate consistently across every module, quality and compliance teams get one coherent data history instead of stitching together evidence from disconnected point solutions.

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ALCOA+ is a set of principles that help ensure regulated data stays attributable, legible, contemporaneous, original, accurate, complete, consistent, enduring, and available throughout its lifecycle.

Data integrity ensures manufacturing and quality decisions rest on trustworthy information, and provides evidence that regulated processes were performed correctly and can be reconstructed on demand.

Veritas GxP supports ALCOA+ through controlled user access, electronic records, audit trails, electronic signatures, workflow controls, and traceability applied consistently across regulated processes.

Data integrity ensures that information used for manufacturing, quality, release, and compliance decisions remains accurate, complete, traceable, and reliable throughout its lifecycle.

Yes. Veritas GxP is built for dual regulatory alignment, supporting US FDA 21 CFR Part 11 and India CDSCO data integrity requirements from a single platform configuration.

No. Data integrity applies to both paper and electronic records, though computerized systems require specific controls to protect electronic data, metadata, access, and audit history.

An audit trail provides a chronological record of relevant activities and changes, establishing who performed an action, what changed, and when it occurred.

Yes. User Access Management and RBAC ensure users receive permissions based on their responsibilities, so regulated records are accessed or modified only by authorized personnel.

ALCOA+ is a set of data integrity principles requiring regulated data to remain attributable, legible, contemporaneous, original, accurate, complete, consistent, enduring, and available throughout its lifecycle.

Data integrity means maintaining the accuracy, completeness, consistency, reliability, and traceability of data throughout its entire lifecycle.

ALCOA covers attributable, legible, contemporaneous, original, and accurate data. ALCOA+ extends these principles to include complete, consistent, enduring, and available data.

Audit trails provide chronological evidence of relevant activities and changes, including who performed an action, what changed, and when it occurred.

Role-based access control restricts users to permissions appropriate to their responsibilities, reducing unauthorized access and uncontrolled changes to regulated records.