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Manufacturing EngineeringTop 10 Best Manufacturing Control Software of 2026
Ranked shortlist of top manufacturing control software for planning, quality, and workflow tracking, including Siemens Teamcenter, MRPeasy, and Tulip.
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%
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MRPeasy is the best fit for small manufacturers that need linked purchasing, inventory, and work-order control without a separate planning app, whereas Tulip is the better choice when you’re configuring frontline shop-floor workflows with controlled changes and traceability.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
MRPeasy
Automatic schedule recalculation links material availability and operation capacity to delivery dates across work orders.
Built for fits when small manufacturers need linked purchasing, inventory, and work-order control without a separate planning application..
Tulip
Editor pickTulip's no-code App Editor combines forms, device signals, workflow logic, and reusable components in frontline applications.
Built for fits when factories need configurable frontline apps, machine data capture, and controlled workflow changes..
Katana Cloud Inventory
Editor pickLive inventory ledger linking sales, purchasing, production, and stock movements across locations.
Built for fits when small and midsize manufacturers need live inventory linked to production, purchasing, and multichannel orders..
Comparison Table
MRPeasy
SMBCloud MRP software with production scheduling, shop floor control, procurement, and inventory management.
Automatic schedule recalculation links material availability and operation capacity to delivery dates across work orders.
MRPeasy converts confirmed sales orders into planned production, purchase suggestions, and work orders while preserving links between finished goods and components. Planners can adjust schedules with drag-and-drop Gantt views, define operation durations, and record labor or machine time from shop-floor screens. Lot and serial tracking follows materials through receiving, manufacturing, and shipment.
The REST API and connectors for accounting and ecommerce systems reduce duplicate order and inventory entry. Quality checks support routine inspections, but dedicated QMS products provide deeper nonconformance and corrective-action controls. MRPeasy fits a make-to-order manufacturer that needs connected planning without the administration burden of a large enterprise suite.
- +Links sales orders, purchasing, inventory, and work orders in one record flow
- +Automatic material-availability checks reduce preventable production delays
- +Lot and serial traceability supports recalls and customer-specific records
- +REST API and accounting integrations support external data flows
- –Advanced machine-data capture requires external systems and integration work
- –Complex multi-site operations can outgrow the simplified planning model
- –Quality workflows are less specialized than dedicated QMS software
- –Capacity planning may require manual schedule correction for changing priorities
Small contract manufacturers
Plan custom production orders
Fewer manual handoffs
Make-to-order electronics firms
Track serialized assemblies
Faster recall response
Show 1 more scenario
Industrial component producers
Coordinate inventory and operations
Fewer material delays
Material checks and reschedulable work orders expose shortages before planned production dates.
Best for: Fits when small manufacturers need linked purchasing, inventory, and work-order control without a separate planning application.
Tulip
enterpriseComposable manufacturing operations software for shop floor control, work instructions, traceability, and analytics.
Tulip's no-code App Editor combines forms, device signals, workflow logic, and reusable components in frontline applications.
Manufacturing teams with varied processes can build separate applications for assembly, inspection, maintenance, and material movement. Tulip Tables provide structured records, while Connector Functions connect external systems and trigger actions through REST services. Role permissions, version controls, and app publishing workflows support governed changes across production lines.
The tradeoff is configuration depth because complex multi-site deployments need deliberate app architecture, device management, and data governance. A contract manufacturer can replace paper instructions, capture inspection results, and route exceptions without rebuilding its ERP.
- +No-code App Editor supports rapidly changing frontline workflows
- +Connector Functions link applications to external business systems
- +Edge devices capture machine signals near production equipment
- +App versions and publishing controls support governed rollout
- –Complex sites need disciplined application architecture and naming conventions
- –Native production scheduling depth is narrower than dedicated planning suites
- –Device and connector configuration adds IT work for machine-heavy deployments
Discrete assembly teams
Guided assembly and inspections
Digital inspection records
Quality engineering teams
In-line quality capture
Faster issue response
Show 2 more scenarios
Maintenance departments
Equipment performance monitoring
Faster fault diagnosis
Edge devices collect machine states and present event context beside operator actions.
Contract manufacturers
High-mix instruction changes
Quicker line changes
Application templates let supervisors adapt task sequences, forms, and approvals without central development queues.
Best for: Fits when factories need configurable frontline apps, machine data capture, and controlled workflow changes.
Katana Cloud Inventory
SMBProduction planning and shop floor software for inventory control, manufacturing orders, and traceability.
Live inventory ledger linking sales, purchasing, production, and stock movements across locations.
Katana Cloud Inventory fits small and midsize manufacturers that need production planning tied directly to stock availability. Its visual scheduler organizes production tasks, while operators record material consumption and completion status through browser or mobile workflows. Native connectors cover Shopify, WooCommerce, Xero, and QuickBooks.
The main tradeoff is shallower manufacturing control than dedicated MES products. Katana does not provide native machine telemetry, advanced quality inspection management, or deep finite-capacity planning. It suits make-to-order teams that need coordinated purchasing, inventory, and production records without adopting a larger plant-control stack.
- +Live inventory updates connect material movements to open production orders.
- +Drag-and-drop scheduling makes production priorities visible to planners.
- +Batch and serial tracking supports lot-level product history.
- +Public API extends native accounting and commerce integrations.
- –Quality workflows lack native inspection plans, nonconformance records, and machine data capture.
- –Advanced finite-capacity scheduling is less developed than dedicated planning suites.
- –Direct PLC connectivity is not a native shop-floor capability.
- –Complex product variants require careful bill-of-materials and routing configuration.
Make-to-order manufacturers
Coordinate materials with changing customer orders
Fewer material surprises
Consumer goods brands
Manage multichannel replenishment
Consistent channel inventory
Show 2 more scenarios
Contract manufacturers
Manage lot-controlled production
Lot-level product history
Batch and serial records connect received materials with finished products and outbound orders.
Growing operations teams
Synchronize accounting records
Less duplicate entry
The API and native connectors move order, inventory, and financial data between systems.
Best for: Fits when small and midsize manufacturers need live inventory linked to production, purchasing, and multichannel orders.
FactoryTalk ProductionCentre
enterpriseMES software for production management, electronic work instructions, quality, and traceability.
Production execution data captured as event history enables end-to-end traceability tied to executed work order steps.
FactoryTalk ProductionCentre from Rockwell Automation targets manufacturing execution and workflow tracking for shop-floor production activities. It connects work orders, routing, and task execution to plant systems using FactoryTalk integration components and industrial communication interfaces.
It also supports genealogy-style traceability through recorded production events and enables quality workflows tied to execution history. Admin controls center on role-based access, audit logging, and configuration practices aligned with Rockwell Automation ecosystems.
- +Strong work order and task execution mapping to plant workflow
- +Event history supports traceability across production steps
- +FactoryTalk integration tooling simplifies shop floor system connectivity
- +RBAC and audit logs fit regulated manufacturing documentation needs
- –Deep configuration ties execution behavior to Rockwell Automation standards
- –Custom workflow logic depends on integration work rather than built-in templates
- –High-volume event capture can require careful performance planning
- –Governance for roles and data mapping needs ongoing administration discipline
Best for: Fits when manufacturing teams standardize on FactoryTalk and need execution traceability with tight plant integration.
Fishbowl Manufacturing
SMBInventory and manufacturing software for work orders, bill of materials, and production tracking.
Production work orders drive inventory and costing using BOM-anchored transaction flows inside the same execution process.
Fishbowl Manufacturing runs shop-floor work order execution tied to inventory moves, including pick, pack, and consumption against BOM lines. The system supports production scheduling, shop-floor status tracking, and manufacturing reporting from the same work execution records that drive costing and inventory accuracy. Fishbowl’s automation focuses on rules around manufacturing transactions, while its integration approach centers on connecting manufacturing execution data to outside systems through APIs and exportable data flows.
- +Work order execution updates inventory by BOM line so consumption stays consistent
- +Built-in scheduling and production status tracking cover day-to-day shop visibility
- +Manufacturing reports draw from the same transaction records used for costing
- +Manufacturing transaction workflows can be automated through configurable business rules
- –Deep shop-floor integration requires additional configuration beyond core manufacturing workflows
- –Advanced governance needs process discipline around item master, BOM changes, and approvals
- –Complex multi-site deployments can add overhead for master data synchronization
- –OPC UA or historian style telemetry workflows are not the native center of the product
Best for: Fits when mid-market teams need work order execution tied to inventory accuracy without building a custom MES.
Epicor Advanced MES
enterpriseManufacturing execution software for machine monitoring, labor tracking, scheduling, and production visibility.
Genealogy-backed traceability ties execution events to materials and operations for end-to-end job investigation.
Epicor Advanced MES targets manufacturers that already run Epicor ERP and want shop floor execution tied to production orders, scheduling, and material transactions. It supports work order execution with event capture and reporting across operations, plus quality and traceability workflows that connect nonconformance and genealogy to the jobs on the floor.
Automation and integration typically center on Epicor’s application ecosystem and shop floor data exchange patterns used for real-time status and historical performance reporting. The fit is strongest where governance needs include role-based access controls, audit trails for execution changes, and structured handoffs between planning, execution, and quality records.
- +Tight alignment to Epicor ERP work order execution and backflush transactions
- +Genealogy and traceability records connect operations events to materials and batches
- +Quality nonconformance handling supports job-level linkage for investigation
- +Audit trails support accountability for operator and system-driven status changes
- –Deep configuration is required to map shop floor states to work instructions
- –Integration breadth beyond the Epicor ecosystem can depend on external middleware
- –Disparate plant workflows can require custom logic rather than configuration alone
- –User experience can feel heavier when switching between execution and quality views
Best for: Fits when manufacturers need Epicor-linked MES execution with job-level quality and traceability.
Siemens Opcenter Execution
enterpriseMES software for production execution, quality management, genealogy, and plant process control.
Execution workflow traceability that records operator actions and equipment-driven events against each work order.
Siemens Opcenter Execution focuses on work order execution and shop floor workflow control with strong traceability across operations. The system ties equipment signals and operator actions into production records, then links results back to planning identifiers like work orders.
It supports extensibility through Siemens integration building blocks and APIs designed for event capture, status synchronization, and custom logic in execution workflows. Administrators get governance features such as role-based access controls and audit logging for changes and item-level history.
- +Work order execution workflows with built-in traceability to production records
- +Event-driven status updates support tight synchronization with shop floor systems
- +Role-based access controls and audit logging support regulated change tracking
- +Extensibility through Siemens integration components supports custom execution logic
- –Workflow configuration complexity increases when expanding to many plant variants
- –Deeper automation often depends on integrating separate edge and historian components
Best for: Fits when manufacturing teams need governed work execution and traceability tied to planning identifiers.
Oracle MES for Process Manufacturing
enterpriseManufacturing execution software for process manufacturers with batch control, quality, and compliance workflows.
Event-level audit logging tied to batch execution records supports traceability across batch genealogy and quality actions.
Oracle MES for Process Manufacturing targets batch and process shop floor execution with work order tracking, routing-based material movements, and quality data capture. It integrates with Oracle ERP for production planning inputs and uses Oracle middleware patterns for shop floor connectivity, which makes master data alignment a recurring theme in deployment.
The system’s distinguishing strength is governance around execution events, including audit logging and configurable roles for operators, supervisors, and quality users. Across process lines, it supports traceability needs through genealogy capture tied to batch execution records.
- +Strong batch execution workflows with controlled event capture for traceability
- +Tight integration paths to Oracle ERP inputs for work orders and production structure alignment
- +Configurable user roles for operators, supervisors, and quality personnel
- +Audit trails on execution events support manufacturing history reviews and investigations
- –Deeper configuration is required to match plant-specific process steps and validations
- –Advanced integration for shop floor devices depends on Oracle connectivity components and partners
- –Genealogy coverage depends on disciplined mapping of batch relationships at setup
- –UI workflows can feel heavy for teams running small numbers of stations and frequent changes
Best for: Fits when process manufacturing teams need governed batch execution and Oracle-aligned integration for traceability.
SAP Digital Manufacturing
enterpriseCloud manufacturing software for execution, production monitoring, insights, and shop floor orchestration.
End-to-end genealogy and traceability that follows the work order execution lifecycle through SAP quality outcomes.
SAP Digital Manufacturing executes manufacturing control workflows for work order execution, with shop-floor visibility tied to SAP processes. It connects edge and shop-floor data into SAP’s manufacturing and quality processes, including genealogy-style traceability across production steps.
The solution supports configuration-driven automation of tasks and shop-floor events, with RBAC and audit logging to support regulated operations. It also exposes integration points to connect PLC and line systems through SAP middleware paths for consistent status, quality signals, and exception handling.
- +Strong SAP process alignment for work order execution and traceability
- +Event-driven exception handling that updates manufacturing and quality outcomes
- +RBAC and audit log support for controlled shop-floor access
- +Integration paths that keep line status and quality signals consistent with SAP
- –Deep configuration required to map shop-floor workflows to SAP structures
- –Add-on or middleware work can be needed for full PLC and historian connectivity
- –Edge integration complexity increases when multiple plants use different line tech
- –Complex governance is required to manage roles across plant sites
Best for: Fits when teams already run SAP for manufacturing and need controlled shop-floor workflow automation.
MachineMetrics
SMBIndustrial IoT platform for manufacturing.
MachineMetrics connects equipment events to production work context so downtime and quality exceptions share the same attribution model.
MachineMetrics targets discrete and process plants that want data collection tied to production context rather than standalone dashboards. It combines shop floor connectivity, event and downtime capture, and quality-centric workflows to build operational history with clear work order and line linkage. Automation and extensibility show up through an API for integration, plus configuration patterns for mapping signals and events to the production model.
- +API supports integration with CMMS, MES layers, and custom production workflows
- +Line and work order context helps keep downtime and event data attributable
- +Data collection is designed for shop floor signals rather than manual logging
- +Quality and exception workflows connect operational events to disposition steps
- –Initial signal mapping and event definitions require disciplined engineering time
- –Some governance controls depend on how the integration team models plants and lines
- –Edge and connectivity patterns add deployment complexity for multi-site rollouts
- –Deep ERP coupling often needs a dedicated middleware or custom API work
Best for: Fits when plants need API-driven shop floor context for downtime, quality exceptions, and audit history.
Conclusion
After evaluating 10 manufacturing engineering, MRPeasy 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 manufacturing control software
This guide covers manufacturing control software across production planning links, frontline workflow execution, and shop-floor traceability, using MRPeasy, Tulip, and Katana Cloud Inventory as early anchors.
FactoryTalk ProductionCentre, Fishbowl Manufacturing, Epicor Advanced MES, Siemens Opcenter Execution, Oracle MES for Process Manufacturing, SAP Digital Manufacturing, and MachineMetrics round out ten tools that span event history, genealogy traceability, and API-driven equipment context.
Manufacturing control software for work-order execution, quality traceability, and workflow tracking
Manufacturing control software coordinates work orders, execution steps, and quality actions while tying events back to materials and production identifiers so teams can track what happened on the floor. MRPeasy focuses on linked planning records that connect material availability and operation capacity to delivery dates across work orders.
Other tools shift the center of gravity to execution governance and audit trails, such as FactoryTalk ProductionCentre capturing production execution as event history for end-to-end traceability tied to executed work order steps. MachineMetrics takes a different angle by connecting equipment events to production work context through an API so downtime and quality exceptions share the same attribution model.
Manufacturing control software evaluation criteria that show up in day-to-day execution
Teams need linked planning to execution identifiers so work orders, material movements, and quality outcomes stay traceable across the time window from scheduling to floor completion. MRPeasy is built around automatic schedule recalculation that links material availability and operation capacity to delivery dates across work orders.
Work-order execution traceability tied to executed steps and events
FactoryTalk ProductionCentre captures event history tied to executed work order steps for end-to-end traceability. Siemens Opcenter Execution records operator actions and equipment-driven events against each work order to keep execution synchronized with production records.
Inventory and production movements linked to work orders
MRPeasy links sales orders, purchasing, inventory, and work orders in one record flow with automatic material-availability checks to reduce production delays. Fishbowl Manufacturing drives inventory and costing from production work orders using BOM-anchored transaction flows inside the same execution process.
Genealogy-backed traceability for job investigation across materials and batches
Epicor Advanced MES provides genealogy-backed traceability that ties execution events to materials and operations for end-to-end job investigation. Oracle MES for Process Manufacturing ties event-level audit logging to batch execution records to support traceability across batch genealogy and quality actions.
Frontline workflow configuration with an application editor and automation hooks
Tulip’s no-code App Editor combines forms, device signals, and workflow logic in frontline applications. Tulip Connector Functions link applications to external business systems, which reduces friction when the plant workflow must change without a full system redeploy.
API-driven shop-floor context for downtime and quality exceptions
MachineMetrics connects equipment events to production work context so downtime and quality exceptions share the same attribution model. Its API supports integration with CMMS, MES layers, and custom production workflows so equipment signals inherit work context.
Batch execution workflow controls and audit capture
Oracle MES for Process Manufacturing uses controlled event capture tied to batch execution records for traceability across batch genealogy and quality actions. SAP Digital Manufacturing provides end-to-end genealogy and traceability that follows the work order execution lifecycle through SAP quality outcomes.
Decision framework for matching manufacturing control software to the plant workflow
The first fork is whether the core requirement is linked planning records with capacity and material checks or governed execution capture with event history. MRPeasy centers on automatic schedule recalculation that links material availability and operation capacity to delivery dates, while FactoryTalk ProductionCentre centers on execution event history tied to executed work order steps.
Select linked planning records when work completion must pull forward from material availability
Choose MRPeasy if production outcomes must react when materials shift because automatic schedule recalculation links material availability and operation capacity to delivery dates across work orders. Choose Katana Cloud Inventory when live inventory ledger updates must connect sales, purchasing, and production stock movements across locations.
Choose governed execution event capture when operator actions must be auditable
Choose FactoryTalk ProductionCentre when event history needs to map end-to-end to executed work order steps inside a plant workflow. Choose Siemens Opcenter Execution when operator actions and equipment-driven events must be recorded against each work order with synchronization to production records.
Choose genealogy-backed MES execution when job investigation depends on materials and operations history
Choose Epicor Advanced MES when job investigation requires genealogy-backed traceability that connects execution events to materials and operations. Choose Oracle MES for Process Manufacturing when batch execution governance needs controlled event capture tied to batch execution records for traceability across batch genealogy and quality actions.
Choose configurable frontline applications when workflows change faster than IT releases
Choose Tulip when frontline teams need a no-code App Editor that combines forms, device signals, and workflow logic with Connector Functions for external system integration. Choose MachineMetrics only when app-level workflow configuration is not enough and downtime and quality exceptions must be unified through API-modeled equipment event definitions.
Pick process versus discrete fit based on batch execution depth versus work-order execution depth
Choose Oracle MES for Process Manufacturing when batch execution workflows and validations are the dominant control requirement. Choose SAP Digital Manufacturing or FactoryTalk ProductionCentre when work order execution lifecycle traceability and event-driven exception handling must align tightly with SAP structures or Rockwell Automation plant behavior.
Plan for integration engineering effort where shop-floor connectivity is not native
Choose Fishbowl Manufacturing when work order execution must update inventory and costing from BOM-anchored transaction flows without building a custom MES, while accepting deeper shop-floor integration configuration needs. Choose MachineMetrics when API integration is feasible, while budgeting engineering time for initial signal mapping and event definitions that drive attributable downtime and exceptions.
Who manufacturing control software fits best based on execution, traceability, and integration constraints
Manufacturing control software fits best when work orders must drive execution status and quality actions with traceable lineage to materials and equipment events. The strongest fit differs by whether linked planning reactions, governed execution event history, or API-driven equipment context is the primary requirement.
Small manufacturers that need linked planning records without a separate planning application
MRPeasy fits when sales orders, purchasing, inventory, and work orders must live in one record flow with automatic material-availability checks to reduce production delays.
Plants that standardize on Rockwell Automation for execution traceability
FactoryTalk ProductionCentre fits when teams standardize on FactoryTalk and need execution traceability tied to executed work order steps through event history.
Manufacturing organizations that require job investigation across materials and operations history
Epicor Advanced MES fits when genealogy-backed traceability connects execution events to materials and operations for end-to-end job investigation.
Process manufacturers running batch execution with governed audit capture
Oracle MES for Process Manufacturing fits when batch execution workflows and controlled event capture must support traceability across batch genealogy and quality actions.
Plants that need unified downtime and quality attribution through equipment events
MachineMetrics fits when API-driven shop floor context must connect equipment events to production work context so downtime and quality exceptions share the same attribution model.
Common manufacturing control software pitfalls that derail implementation
The most common failures come from underestimating configuration work that maps shop floor states to the software’s execution model. Integration-heavy workflows can also fail when the integration team does not model plant lines and signal definitions with consistent attribution logic.
Selecting a planning-oriented system for deep shop-floor capture without planning for external machine data capture
MRPeasy requires external systems for advanced machine-data capture, so teams that need rich equipment events should budget integration work beyond the simplified planning model.
Assuming no-code frontline app configuration removes the need for disciplined workflow architecture
Tulip’s App Editor works best when teams apply disciplined application architecture and naming conventions, because complex sites can become unmanageable without governance.
Overlooking the lack of native inspection plans and nonconformance records in a live inventory and scheduling workflow
Katana Cloud Inventory supports live inventory ledger updates and drag-and-drop scheduling visibility, but quality workflows lack native inspection plans, nonconformance records, and machine data capture.
Underestimating the configuration complexity of mapping shop-floor workflows into vendor execution behavior
FactoryTalk ProductionCentre’s execution behavior can tie deeply to Rockwell Automation standards, and custom workflow logic may depend on integration work rather than built-in templates.
Assuming API-driven equipment context can be deployed without engineering time for signal definitions and governance modeling
MachineMetrics requires disciplined engineering time for initial signal mapping and event definitions, and some governance controls depend on how the integration team models plants and lines.
How We Selected and Ranked These Tools
We evaluated MRPeasy, Tulip, Katana Cloud Inventory, FactoryTalk ProductionCentre, Fishbowl Manufacturing, Epicor Advanced MES, Siemens Opcenter Execution, Oracle MES for Process Manufacturing, SAP Digital Manufacturing, and MachineMetrics against feature depth, execution traceability coverage, and integration and automation surfaces. Features accounted for 40% of the ranking, and ease of use accounted for 30% so frontline deployment constraints were reflected in the scores.
Value accounted for 30% to reflect how quickly each product supports work order execution, inventory linkage, and audit-grade event history without excessive external dependencies. MRPeasy earned the top position because automatic schedule recalculation links material availability and operation capacity to delivery dates across work orders while also linking sales orders, purchasing, inventory, and work orders in one record flow.
Frequently Asked Questions About manufacturing control software
Which tools handle work order execution with event history for traceability end to end?
How do APIs and integration points differ between MRPeasy, Katana Cloud Inventory, and MachineMetrics?
When do admin controls like RBAC and audit logs matter, and which tools cover them in the execution layer?
What breaks if a team needs controlled workflow automation but chooses Fishbowl Manufacturing over Tulip?
How does data migration typically work when moving master data and execution identifiers into Epicor Advanced MES or Oracle MES for Process Manufacturing?
Where does genealogy and batch traceability fall short if the shop requires discrete-like attribution rather than event-level batch records?
Which tools support equipment-driven data capture tied to production context rather than standalone dashboards?
How do these systems differ for managing BOM routing, component availability, and scheduled operations across sales and production?
When is an extensibility approach built around integration building blocks more suitable than configurable app workflows?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Manufacturing EngineeringTop 10 Best Control Management Software of 2026
- Supply Chain In IndustryTop 10 Best Manufacturing Stock Control Software of 2026
- Manufacturing EngineeringTop 10 Best Computer Numerical Control Software of 2026
- Manufacturing EngineeringTop 10 Best Manufacturing Engineering Services of 2026
- Manufacturing EngineeringTop 10 Best Computer Aided Manufacturing Services of 2026
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