CannyECM for e-BMR
Electronic Batch Manufacturing Record
Digitize, Control, and Comply with Confidence
In pharmaceutical manufacturing, batch records are the backbone of product quality, regulatory compliance, and patient safety. CannyECM e-BMR transforms traditional paper-based Batch Manufacturing Records into a fully digital, compliant, and audit-ready system—streamlining operations while meeting global regulatory standards.


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Pharmaceutical Compliance Guide
Challenges with Paper-Based BMR
Traditional paper-based batch records create significant operational and compliance challenges that impact product quality and time-to-market.
Manual data entry errors and missing records
Time-consuming batch review and release cycles
Difficulty in tracking deviations and corrections
Risk of non-compliance with regulatory audits
High storage and retrieval costs for physical records
CannyECM e-BMR Solution
CannyECM provides a secure and centralized Electronic Batch Manufacturing Record (e-BMR) platform that covers the entire batch lifecycle—from material issuance to final batch release.
Key capabilities include:
- Digital batch record creation and execution
- Real-time data capture from shop floor operations
- Controlled workflows for review, approval, and release
- Secure electronic signatures with full audit trails
- Seamless integration with existing ERP, MES, and QMS systems
Key Features
Comprehensive capabilities designed for pharmaceutical manufacturing excellence and regulatory compliance.
End-to-End Batch Lifecycle Management
Digitize batch instructions, process parameters, in-process checks, and yield calculations in a single unified system.
Controlled Workflows
Automated workflows ensure batch records move through Production, QA, and QA Release with defined roles and approvals.
Audit Trail & Traceability
Every data entry, modification, and approval is time-stamped, user-identified, and fully traceable for complete accountability.
Electronic Signatures
Supports compliant electronic signatures for operators, supervisors, QA, and all authorized personnel.
Deviation & Exception Handling
Capture deviations, comments, and corrective actions directly within the batch record for seamless documentation.
Document Version Control
Ensure only approved and current batch records are used for manufacturing with strict version management.
Regulatory Compliance
CannyECM e-BMR is designed to support compliance with global pharmaceutical regulatory standards.
FDA Electronic Records
World Health Organization
European Union Standards
India GMP Requirements
Data Integrity Principles
Benefits
Transform your batch manufacturing operations with measurable improvements in efficiency, compliance, and cost savings.
Faster batch review and release
Reduced human errors and rework
Improved regulatory audit readiness
Enhanced data integrity and security
Lower operational and documentation costs
Ideal For
CannyECM e-BMR is designed for pharmaceutical and life sciences organizations requiring compliant batch record management.
Pharmaceutical Manufacturing Units
API & Formulation Plants
Contract Manufacturing Organizations (CMOs)
Clinical Trial Manufacturing Facilities
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Learn MoreProduct Features & Capabilities (FAQ)
Detailed answers to common technical and operational questions regarding this solution.
Canny eBMR digitizes the entire Master Batch Record creation process through a secure, version-controlled authoring environment, ensuring only approved recipes are executed on the shop floor, eliminating paper routing and transcription errors.
FDA warning letters frequently cite shared user accounts, missing or alterable audit trails (like editing a spreadsheet), and inadequate access controls that allow operators to change test parameters without supervisor authorization.
If an operator enters an out-of-specification (OOS) value, the eBMR system immediately flags the deviation, prevents progression to the next step without authorized intervention, and forces the initiation of a CAPA (Corrective and Preventive Action) workflow.
Manual yield reconciliation requires aggregating handwritten data across multiple phases, operator logbooks, and scale printouts. This fragmentation leads to arithmetic errors and missing accountability, resulting in delayed batch release times and failed audits.
Yes, we provide comprehensive CSV documentation packages following GAMP 5 principles, including Validation Master Plans (VMP), User Requirement Specifications (URS), IQ/OQ/PQ protocols, and Traceability Matrices to accelerate your compliance validation.
Absolutely. The system dynamically executes complex calculations (like theoretical vs. actual yield) in real-time. If an entered value falls outside predefined critical limits, it enforces an immediate deviation workflow and electronic signature capture.
Yes, Canny eBMR features bi-directional REST APIs that integrate directly with standard LIMS platforms. This allows the eBMR system to automatically pull QA test results and release statuses directly into the batch record without manual data entry.
During execution, the eBMR verifies the equipment IDs against the central calibration database. If an instrument is past its calibration due date or flagged for maintenance, the system physically prevents the operator from using that equipment for the batch.
The eBMR application caches the current active step locally. Operators can complete the immediate critical action uninterrupted. Once the network connection is restored, the signed data and timestamps sync securely back to the central server without data loss.
Transform Your Batch Records with CannyECM
Move from paper-based complexity to digital clarity.
CannyECM e-BMR empowers pharmaceutical manufacturers with efficiency, compliance, and complete control over batch manufacturing records.