GITNUXSOFTWARE ADVICE
Digital Transformation In IndustryTop 10 Best Electronic Batch Records Software of 2026
Ranked top 10 electronic batch records software options with compliance notes and tradeoffs for teams using tools like MasterControl and BatchMaster.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
BatchMaster Manufacturing is the best fit when regulated manufacturers need recipe-driven electronic batch execution with traceable approvals, whereas TrakSYS works better if you want controlled batch step recording with strong auditability and plant integration.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
BatchMaster Manufacturing
Batch record templates that enforce execution step verification and sign-off at the point of batch activity.
Built for fits when regulated manufacturers need recipe-driven batch execution with traceable approvals across multiple products..
Apprentice
Editor pickBatch execution records keep step-level provenance from approved instructions through recorded outcomes and review actions.
Built for fits when regulated teams need governed batch execution with repeatable step verification and review..
TrakSYS
Editor pickBatch-step aligned record completion that mirrors execution order and operator actions.
Built for fits when manufacturers need controlled batch step recording with strong auditability and plant integrations..
Related reading
Comparison Table
Electronic batch records software centralizes controlled data capture, audit-ready change trails, and formula or recipe execution so regulated manufacturing can run with fewer manual handoffs. This ranked list targets analysts, operators, and technical evaluators comparing deployment models, RBAC and audit log depth, and integration and API extensibility across the top category options.
BatchMaster Manufacturing
vertical specialistBatchMaster Manufacturing supports electronic batch records, formula management, and regulated batch production.
Batch record templates that enforce execution step verification and sign-off at the point of batch activity.
BatchMaster Manufacturing is used to author batch records with structured production steps, capture in-process checks during batch execution, and record material dispenses against a lot. The workflow supports release-focused controls so batches can move through documented review and approval states with traceable history. The implementation model is built around controlled configurations for products, processes, and user access rather than free-form documentation.
A practical tradeoff is that achieving consistent batch record quality depends on disciplined template design and controlled change processes for recipes and work instructions. It fits best when teams need repeatable execution for multiple SKUs and when validation expectations require traceable edits across versions.
- +Structured step capture that ties execution inputs to lot records
- +Audit trail that tracks edits and approvals across batch record lifecycle
- +Electronic signature workflows for controlled sign-off points
- +Integration support for manufacturing and quality systems to reduce rekeying
- –Template and workflow design requires governance to avoid execution drift
- –Some advanced automation depends on integration setup work
- –Step verification coverage can be tedious for highly exception-driven batches
- –User permissions tuning takes time across batch roles and approval states
Batch manufacturing operations
Run recipe-based production with checks
Faster, consistent batch documentation
Quality compliance teams
Control approvals and trace edits
Cleaner investigations and reviews
Show 2 more scenarios
Manufacturing IT and systems
Integrate EBR with enterprise systems
Reduced manual data transfer
Supports connections that keep batch execution data aligned with upstream and downstream manufacturing processes.
Process engineering
Manage controlled recipe variations
Lower variation in execution
Helps standardize batch templates so recipe updates propagate to structured execution steps.
Best for: Fits when regulated manufacturers need recipe-driven batch execution with traceable approvals across multiple products.
Apprentice
vertical specialistApprentice provides electronic batch records and connected worker workflows for pharmaceutical manufacturing.
Batch execution records keep step-level provenance from approved instructions through recorded outcomes and review actions.
Apprentice manages batch execution from planned steps to recorded outcomes, with configurable forms for checks like measurements, holds, and completion criteria. The system keeps a batch-level history so reviewers can see what was done, when it happened, and what data was captured for release decisions.
A notable tradeoff is that deeper integration and automated validations usually require upfront configuration work and a clear standard for where each data element originates. Apprentice fits teams digitizing repeatable manufacturing workflows that already have stable recipes and defined step verification points.
- +Configurable batch steps with structured in-process capture
- +Versioned work instructions tied to batch execution records
- +Review workflows that preserve batch execution history
- +Integration options for pushing batch evidence to connected systems
- –Requires careful configuration to keep recipes and results aligned
- –Complex governance setups can slow early deployments
- –Advanced validations depend on integration and workflow design
- –Some edge-case deviation workflows need extra process mapping
Quality operations teams
Batch review and exception evidence
Faster, defensible release decisions
Manufacturing supervision
Real-time step verification
Lower transcription and rework
Show 2 more scenarios
Process engineering teams
Recipe controlled work instructions
Consistent execution across changes
Engineers update structured batch steps while keeping historical versions attached to prior runs.
IT and integration teams
System handoffs of batch evidence
Reduced data reconciliation work
Teams connect upstream and downstream systems so batch data and execution evidence remain consistent.
Best for: Fits when regulated teams need governed batch execution with repeatable step verification and review.
TrakSYS
enterpriseTrakSYS provides electronic batch records, manufacturing execution, and production data management.
Batch-step aligned record completion that mirrors execution order and operator actions.
TrakSYS is designed for EBR-style batch execution where each manufacturing step can be recorded as it happens, not only at batch close. The workflow is built around structured production records that support review and approval paths that map to batch handling stages. Audit trail coverage supports compliance expectations by tracking record edits and sign-off events.
A practical tradeoff is that deeper automation depends on the strength of the site integration layer feeding execution signals and batch context. TrakSYS fits best when a plant already has a clear electronic step model and stable sources for lot, inventory, and step status used during dispensing and in-process checking.
- +Step-aligned batch execution records completion as work is performed
- +Audit trail logging covers record edits and approval actions
- +Structured batch records support consistent operator inputs
- +Integration supports execution context from plant data sources
- –Automation depth is limited when external systems cannot provide signals
- –Workflow configuration requires disciplined setup to match shop-floor steps
- –User experience can vary by how tightly instructions map to operations
- –Complex review paths need careful governance planning
Batch production operators
Record steps during ongoing batch work
Fewer transcription errors
Quality assurance teams
Review completed batch records for release
Faster review turnaround
Show 2 more scenarios
Manufacturing engineering
Standardize work instructions across product variants
Consistent execution outcomes
Engineering maps standardized steps into repeatable batch record structures.
IT integration owners
Connect batch records to execution signals
Better batch traceability
IT connects batch execution context to external data sources for in-process awareness.
Best for: Fits when manufacturers need controlled batch step recording with strong auditability and plant integrations.
Körber PAS-X
enterprisePAS-X provides electronic batch records within a pharmaceutical manufacturing execution system.
Batch execution UI that enforces step verification and controlled data capture aligned to recipe execution.
Körber PAS-X is an electronic batch records solution built for regulated batch execution in GMP manufacturing environments. Its recipe-driven workflows focus on step-level execution, in-process checks, and controlled recording for batch release and review.
Strong integration depth is geared toward enterprise systems like MES, LIMS, and ERP, plus equipment connectivity for data capture at execution time. Admin and governance capabilities concentrate on validation support, controlled changes, and traceable batch histories.
- +Execution workflows support step verification and timed checks for consistent BPR capture
- +Tight integration orientation supports MES, LIMS, and ERP data exchange for batch context
- +Governance features provide controlled change handling with audit-ready traceability
- +Batch-centric UI structures entries around lot progression and review steps
- –Requires governance discipline to keep recipes, templates, and roles aligned
- –Configuration effort is higher than lighter EBR tools for complex plants
- –Reports and data exports can lag behind custom needs without add-on work
- –User training is required to avoid deviations caused by step navigation errors
Best for: Fits when regulated manufacturers need controlled batch execution with strong MES and ERP integration and deep audit trails.
Emerson Syncade
enterpriseSyncade supports electronic batch records, manufacturing execution, and recipe-driven production.
Recipe-led batch execution that binds operator inputs to step outcomes and batch context for audit traceability.
Emerson Syncade provides electronic batch records focused on batch execution and step verification across controlled production workflows.
Recipe-style definitions drive how batch production records are structured and how executed steps map to recorded results.
Traceability features support audit trails that associate operator actions and captured data with the executing batch context.
- +Batch execution captures step-level results with an auditable trail
- +Recipe-driven workflow supports consistent, repeatable production steps
- +Strong process control orientation for structured batch work instructions
- +Integrations fit manufacturing and quality workflows for batch execution context
- –Setup and validation effort rises for multi-site governance and templates
- –UI workflows can feel heavy when authoring frequent, small changes
- –Advanced integrations depend on system connectivity design with plant data
- –Exception handling depth can require careful configuration to match policy
Best for: Fits when manufacturers need governed electronic batch execution with strong traceability.
Rockwell PharmaSuite
enterprisePharmaSuite provides electronic batch records and manufacturing execution for pharmaceutical production.
Batch execution workflow configuration that stays consistent with Rockwell automation engineering artifacts and approval checkpoints.
Rockwell PharmaSuite targets regulated batch manufacturing teams that want tighter ties between execution workflows and Rockwell control and automation environments. It covers recipe and batch execution forms, electronic signatures, and audit trail capture for batch production records.
Configuration and change control are handled through governed document workflows that feed batch execution and review. Governance features focus on user roles, electronic approval steps, and traceability across batch runs.
- +Batch execution workflows map cleanly to governed production record steps
- +Electronic signature and audit trail capture support compliant batch approvals
- +Role-based access can restrict who can edit recipes and approve releases
- +Integration paths align well with Rockwell automation and engineering data flows
- –Advanced exception and deviation workflows require careful configuration design
- –Complex lot genealogy and traceability often depend on upstream data integration
- –ISA-88 style equipment and control mapping can take implementation effort
- –External system connectivity breadth may vary by installed modules and connectors
Best for: Fits when batch teams need governed electronic work instructions tied to production execution and controlled changes.
Siemens Opcenter Execution Pharma
enterpriseOpcenter Execution Pharma manages electronic batch records, production operations, and pharmaceutical compliance.
Opcenter Execution Pharma batch execution binds electronic work instructions to manufacturing step verification and compliant signature events in-run.
Siemens Opcenter Execution Pharma is a GMP-focused electronic batch records suite designed for regulated pharma manufacturing, with deeper shop-floor execution integration than generic EBR tools. Batch execution is managed through electronic work instructions, step verification, and controlled recipe deployment that ties manufacturing execution to compliance-grade records.
The solution supports electronic signatures, audit trail, and change-controlled operations aligned to validated manufacturing system lifecycles. Its differentiator versus many EBR peers is Siemens ISA-95 to operations alignment, with connectivity options that support equipment and process data capture during batch runs.
- +GMP batch execution workflows with electronic signatures and audit trail built for controlled runs
- +Tight alignment with ISA-95 execution layers for production step execution
- +Recipe and batch record orchestration supports step-level verification in the run context
- +Admin controls for controlled approvals and traceability across batch lifecycle events
- –More implementation effort than lighter EBR tools due to Siemens execution integration
- –Customization often depends on Siemens configuration patterns rather than self-service forms
- –Complex rule sets can increase time to define exception and deviation handling flows
- –Validation artifacts and change control require active governance from manufacturing IT teams
Best for: Fits when pharma sites need tightly governed batch execution records connected to Siemens execution and equipment data capture.
Critical Manufacturing MES
enterpriseCritical Manufacturing MES supports electronic batch records, genealogy, and regulated production workflows.
Step-level production verification tied directly to batch execution status for consistent in-process checks.
Critical Manufacturing MES is an electronic batch records system positioned for manufacturers that need ISA-88 style batch control workflows and step-by-step execution. Batch definitions, execution screens, and production step verification are handled through configurable work instructions aligned to batch runs.
The product focuses on audit-ready capture of operator actions and system events across batch execution, with integration hooks for plant systems that provide materials, schedules, and quality signals. Operational governance is designed around role-based access, controlled changes, and traceable batch histories tied to specific lots and process steps.
- +Batch execution screens map cleanly to step verification checkpoints
- +Audit trail captures operator actions and workflow progression per batch run
- +Recipe and work-instruction configuration supports batch execution consistency
- +RBAC supports separation between operators and approvers
- –Exception and deviation workflow coverage can require adjacent quality tooling
- –Integration depth depends on available connectors to plant historians and ERP
- –Batch genealogy reporting needs configuration to match specific data capture rules
- –Template-driven configuration can slow changes for highly customized process variants
Best for: Fits when manufacturers need configurable batch execution with step verification and traceability across lots.
Sepasoft MES
SMBSepasoft MES supports electronic batch records, production tracking, and batch-process workflows.
Batch execution state model that ties step verification and operator recording to a single batch event history.
Sepasoft MES executes batch production work by coordinating electronic work instructions, step-by-step recording, and batch-level verification. The system focuses on manufacturing execution workflows such as in-process checks, material transactions, and batch history capture needed for electronic batch records.
Sepasoft MES also supports electronic signatures and audit trail recording across batch events to support compliance-oriented documentation practices. For governance, it includes administrative control over templates and process structures used during batch execution.
- +Batch execution tracks step completion and production record states
- +Audit trail captures operator actions across batch events
- +Electronic signatures are attached to recorded batch activities
- +Template-based work instruction reuse reduces batch documentation drift
- –Complex batch genealogy needs careful workflow mapping
- –Deep integrations often require project-specific configuration
- –Exception and deviation workflows can feel separate from execution
- –Reporting coverage depends on configured batch event logging
Best for: Fits when manufacturers need controlled batch execution with electronic records and audit trail.
Tulip
SMBTulip enables configurable electronic batch records, operator instructions, and production data capture.
Visual workflow authoring for guided batch execution that binds operator actions to captured execution evidence.
Tulip is an electronic work instruction and data capture system that turns shop-floor steps into guided execution using visual apps and connectivity. It supports recipe-style batch execution patterns, production step verification, and electronic signatures with an audit trail for batch records workflows.
Tulip’s automation and integration surface centers on device-connected data collection, app logic, and API-based extensibility, which affects how batch content and change control flow into execution. For teams that need fast iteration on work instructions linked to execution evidence, Tulip can act as the batch execution layer.
- +Visual app builder speeds creation of guided batch work instructions
- +Device and data integrations support live collection during batch execution
- +Configurable permissions support controlled operator interaction per app
- +Execution evidence captured with audit trail and electronic signatures
- –Batch record structures can require careful template design to stay consistent
- –Complex lot and genealogy workflows may need external systems integration
- –Deviations and CAPA workflows depend on broader quality tooling alignment
- –Validated system lifecycle support needs governance for manufacturing environments
Best for: Fits when manufacturing teams need guided batch execution and evidence capture tied to production steps.
Conclusion
After evaluating 10 digital transformation in industry, BatchMaster Manufacturing stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right electronic batch records software
Electronic batch records software is usually judged by how tightly batch execution screens lock operator inputs to step verification, sign-off events, and an auditable record history. This guide covers BatchMaster Manufacturing, Apprentice, TrakSYS, Körber PAS-X, Emerson Syncade, Rockwell PharmaSuite, Siemens Opcenter Execution Pharma, Critical Manufacturing MES, Sepasoft MES, and Tulip.
BatchMaster Manufacturing scores highest on overall fit because its batch record templates enforce step verification and point-in-time sign-off while tracking edits and approvals across the batch record lifecycle. The remaining picks are evaluated by how their execution workflows preserve provenance from approved work instructions to recorded outcomes, and by how much setup is required to keep recipes, templates, and roles synchronized to production steps.
Electronic batch records software for governed batch execution, step verification, and auditable approvals
Electronic batch records software captures batch execution inputs as structured step evidence so each manufacturing run produces a traceable BPR-ready record with audit trail coverage for edits and approvals. BatchMaster Manufacturing and Apprentice both use governed batch execution patterns where versioned work instructions map to step-level execution records and review actions.
These systems typically bind batch context to what operators record at each step, which makes it possible to validate that in-process checks and sign-off happen at the point of batch activity. Tools like Körber PAS-X emphasize integration orientation with MES, LIMS, and ERP data exchange to keep batch context consistent across governed execution workflows.
Execution traceability, governance controls, and integration surfaces
Electronic batch records software needs to tie each operator input to a step verification point and a sign-off event so the batch record history remains auditable from entry to review. Tools in this list differ most on how that step evidence is modeled in templates or workflows and how edits and approvals get recorded over time.
Step-level provenance that locks actions to the execution order
BatchMaster Manufacturing structures batch record templates so step verification and sign-off happen at the point of batch activity. TrakSYS mirrors execution order with batch-step aligned record completion that tracks operator actions with an audit trail.
Governed step capture tied to versioned instructions
Apprentice keeps configurable batch steps with versioned work instructions tied to the batch execution record and review actions. BatchMaster Manufacturing also ties structured step capture to lot records and maintains an audit trail across the batch record lifecycle.
Recipe-led execution that binds context to recorded outcomes
Emerson Syncade runs recipe-driven batch execution that binds operator inputs to step outcomes with audit traceability. Rockwell PharmaSuite maps batch execution workflows to governed production record steps and captures compliant batch approvals via electronic signatures and audit trail.
MES and enterprise connectivity for batch context consistency
Körber PAS-X is oriented toward tight MES, LIMS, and ERP data exchange so batch context stays consistent during governed execution workflows. Siemens Opcenter Execution Pharma binds electronic work instructions to manufacturing step verification through Siemens execution integration and equipment data capture.
Step verification and audit trail that follow batch execution state
Critical Manufacturing MES ties in-process check screens to batch execution status and captures operator actions and workflow progression per batch run. Sepasoft MES tracks step completion and production record states in a single batch event history with audit trail coverage.
Guided workflow authoring that captures execution evidence during the run
Tulip uses visual workflow authoring to build guided batch execution steps and binds operator actions to captured execution evidence. Körber PAS-X focuses more on controlled data capture aligned to recipe execution and a batch execution UI that enforces step verification.
Choose by governance depth, integration expectations, and automation surface
Most EBR deployments fail less from missing electronic signatures and more from weak alignment between approved instructions, the batch execution screen, and the audit trail that records who changed what and when. The picks here split along governance depth and setup philosophy, so the selection steps below use workflow and implementation mechanics instead of broad feature checklists.
Select a template-first or workflow-first execution model
BatchMaster Manufacturing uses batch record templates that enforce step verification and point-in-time sign-off during batch activity, which favors organizations that want tight structural control. Tulip uses visual workflow authoring for guided batch execution evidence capture, which fits teams that need iterative form and logic building around operator steps.
Match how recipes and work instructions stay synchronized to execution records
Apprentice ties versioned work instructions to structured batch execution records and review actions, which suits recipe-driven operations that require repeatable step verification. Emerson Syncade binds operator inputs to step outcomes using recipe-led workflows, which suits teams that treat the recipe as the primary execution driver.
Decide how much responsibility rests on plant integrations versus native workflow signals
TrakSYS provides strong step-aligned auditability but automation depth can be limited when external systems cannot provide signals. Körber PAS-X and Siemens Opcenter Execution Pharma position integration with MES, LIMS, ERP, and Siemens execution layers as a core part of keeping batch context consistent.
Pressure-test exceptions and deviations against the configuration depth available
Rockwell PharmaSuite requires careful configuration design for advanced exception and deviation workflows, which fits organizations that can dedicate workflow design resources. Critical Manufacturing MES may require adjacent quality tooling for exception and deviation workflow coverage, which fits teams that already have a separate deviation or CAPA system.
Plan governance overhead for multi-site templates and role alignment
Emerson Syncade increases setup and validation effort for multi-site governance and templates, which fits mature change control practices. BatchMaster Manufacturing requires governance discipline in template and workflow design to avoid execution drift, which fits manufacturers that run structured template lifecycle reviews.
Who should buy these electronic batch records systems
EBR platforms are most valuable when batch execution must produce an auditable production record that survives batch review and release activities. The right fit depends on whether the organization needs recipe-driven step evidence, deep MES integration, or guided workflow authoring for frequent step changes.
Regulated manufacturers running recipe-driven batch execution across multiple products
BatchMaster Manufacturing supports batch record templates that enforce execution step verification and point-in-time sign-off across the batch record lifecycle. Apprentice adds step-level provenance from approved instructions through recorded outcomes and review actions.
Pharma sites standardizing governed in-run work instructions with equipment and execution connectivity
Siemens Opcenter Execution Pharma ties compliant signature events to manufacturing step verification in controlled runs through Siemens execution integration. Körber PAS-X emphasizes controlled batch execution UI enforcement aligned to recipe execution with tight MES, LIMS, and ERP orientation.
Plants that depend on external integration signals to automate batch step evidence capture
TrakSYS can limit automation depth when external systems cannot provide signals for step-related workflow progress. Tulip can collect device and data integration during execution, which fits operations that can provide live data to guided workflows.
Organizations with complex deviation and exception workflows that require careful workflow design ownership
Rockwell PharmaSuite places configuration responsibility on exception and deviation workflow design so advanced cases need deliberate design. BatchMaster Manufacturing shifts success toward template and workflow governance to prevent execution drift that can undermine review outcomes.
Manufacturers that need step verification tied directly to batch execution state history
Critical Manufacturing MES ties step verification checkpoints to batch execution status and records operator actions and workflow progression per run. Sepasoft MES ties step verification and operator recording to a single batch event history that captures production record states.
Common implementation pitfalls in electronic batch records
EBR projects stall when workflow logic and templates diverge from the approved execution reality on the floor. The mistakes below map to specific configuration and governance failure modes reported for the tools in this set.
Building execution templates or workflows without a governance mechanism to prevent execution drift
BatchMaster Manufacturing requires governance discipline in template and workflow design to avoid execution drift. Körber PAS-X also needs roles and recipe alignment disciplined to keep templates, roles, and execution behavior synchronized.
Allowing recipes and results to drift because step configuration is not carefully maintained
Apprentice reports that keeping recipes and results aligned requires careful configuration. Emerson Syncade reports that multi-site templates and governance increase setup and validation effort, which is where misalignment often starts.
Assuming exception and deviation workflows are built deeply enough without additional quality tooling or configuration work
Critical Manufacturing MES can require adjacent quality tooling for exception and deviation coverage. Rockwell PharmaSuite can require careful configuration design for advanced exception and deviation workflows.
Underestimating how much integration signals determine automation depth and workflow progression
TrakSYS automation depth can be limited when external systems cannot provide signals. Sepasoft MES reports deep integrations can require project-specific configuration for complex batch genealogy.
Treating guided workflow authoring as a plug-and-play batch record structure without template discipline
Tulip notes that batch record structures can require careful template design to stay consistent. Apprentice requires careful configuration to keep versioned work instructions tied to batch execution records aligned.
How We Selected and Ranked These Tools
We evaluated BatchMaster Manufacturing, Apprentice, TrakSYS, Körber PAS-X, Emerson Syncade, Rockwell PharmaSuite, Siemens Opcenter Execution Pharma, Critical Manufacturing MES, Sepasoft MES, and Tulip by weighting features at 40%, ease at 30%, and value at 30%. Features focused on step-level execution traceability, audit trail coverage for edits and approvals, and how batch execution workflows enforce step verification and sign-off at the point of activity.
Ease and value reflected how much governance setup is required to keep templates, roles, and recipes aligned with batch execution reality. BatchMaster Manufacturing ranked highest because batch record templates enforce execution step verification and point-in-time sign-off while its audit trail tracks edits and approvals across the batch record lifecycle.
Frequently Asked Questions About electronic batch records software
How do MasterControl and BatchMaster handle recipe-driven execution and step verification?
Which platforms support strong MES, LIMS, and ERP integration patterns for executed batch data?
How do TrakSYS and Apprentice structure batch records so operators capture in-process results consistently?
What breaks when an electronic batch record system lacks enforceable RBAC and approval workflow controls?
How does Siemens Opcenter Execution Pharma support change control across validated manufacturing system lifecycles?
When do Rockwell PharmaSuite and MasterControl differ most in how they map work instructions into batch execution?
How do data migration and template governance work in systems like Sepasoft MES and BatchMaster Manufacturing?
Which tools handle audit trail evidence for edits, approvals, and in-run signature events most directly?
Where does Tulip fall short compared with GMP-first EBR suites like Körber PAS-X for regulated batch release workflows?
How does an ISA-88 style batch control workflow show up in Critical Manufacturing MES versus a more app-driven execution layer like Tulip?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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