GITNUXSOFTWARE ADVICE
Manufacturing EngineeringTop 10 Best Doe Software of 2026
Explore the top 10 best doe software solutions – find features, comparisons, and expert picks to streamline your workflow.
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
Editor picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Docebo
AI Learning Automation for dynamic course recommendations and auto-assignment workflows
Built for enterprise training teams needing AI automation, compliance, and strong integrations.
Cornerstone Learning
Skills and competency-based learning plans with analytics across programs
Built for enterprises managing compliance training and skill-based development with analytics.
SAP SuccessFactors Learning
Learning assignments tied to SuccessFactors organizational and role data with audit-ready completion reporting
Built for large enterprises running compliance training inside the SuccessFactors HR ecosystem.
Comparison Table
This comparison table benchmarks Doe Software against established learning platforms such as Docebo, Cornerstone Learning, SAP SuccessFactors Learning, TalentLMS, and LearnWorlds. You’ll see feature coverage across key capability areas like course management, learning paths, integrations, reporting, administration, and user management so you can map each platform to your requirements.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Docebo Docebo delivers AI-driven learning management that supports blended learning, content curation, and scalable training programs. | enterprise LMS | 9.1/10 | 9.3/10 | 8.2/10 | 8.0/10 |
| 2 | Cornerstone Learning Cornerstone Learning is a talent and learning platform for managing training, skills, and enterprise development workflows. | enterprise LXP | 8.3/10 | 9.1/10 | 7.8/10 | 7.6/10 |
| 3 | SAP SuccessFactors Learning SAP SuccessFactors Learning provides corporate learning management with skills, curricula, and reporting for large organizations. | enterprise LMS | 8.2/10 | 9.0/10 | 7.4/10 | 7.9/10 |
| 4 | TalentLMS TalentLMS is a cloud LMS that runs structured training with courses, automated enrollments, assignments, and detailed analytics. | midmarket LMS | 8.2/10 | 8.4/10 | 9.0/10 | 7.4/10 |
| 5 | LearnWorlds LearnWorlds combines course creation, community features, and LMS training management with strong publishing tools. | creator LMS | 8.0/10 | 8.7/10 | 7.6/10 | 7.7/10 |
| 6 | Teachable Teachable is an online course platform that supports course delivery, student management, and monetization tools. | course platform | 7.4/10 | 7.8/10 | 8.3/10 | 6.9/10 |
| 7 | Kajabi Kajabi provides an end-to-end platform for building and marketing online courses with an integrated LMS experience. | all-in-one | 7.6/10 | 8.1/10 | 8.7/10 | 7.0/10 |
| 8 | 360Learning 360Learning enables collaborative learning with engagement workflows, content creation, and continuous improvement loops. | collaborative LXP | 7.9/10 | 8.3/10 | 7.2/10 | 7.8/10 |
| 9 | Thinkific Thinkific helps teams create and deliver online courses using a learning platform with marketing and student tools. | course platform | 8.0/10 | 8.4/10 | 8.6/10 | 7.4/10 |
| 10 | Moodle Moodle is a widely used open-source LMS that supports customizable course delivery with plugins and strong community hosting options. | open-source LMS | 7.2/10 | 8.1/10 | 6.6/10 | 7.8/10 |
Docebo delivers AI-driven learning management that supports blended learning, content curation, and scalable training programs.
Cornerstone Learning is a talent and learning platform for managing training, skills, and enterprise development workflows.
SAP SuccessFactors Learning provides corporate learning management with skills, curricula, and reporting for large organizations.
TalentLMS is a cloud LMS that runs structured training with courses, automated enrollments, assignments, and detailed analytics.
LearnWorlds combines course creation, community features, and LMS training management with strong publishing tools.
Teachable is an online course platform that supports course delivery, student management, and monetization tools.
Kajabi provides an end-to-end platform for building and marketing online courses with an integrated LMS experience.
360Learning enables collaborative learning with engagement workflows, content creation, and continuous improvement loops.
Thinkific helps teams create and deliver online courses using a learning platform with marketing and student tools.
Moodle is a widely used open-source LMS that supports customizable course delivery with plugins and strong community hosting options.
Docebo
enterprise LMSDocebo delivers AI-driven learning management that supports blended learning, content curation, and scalable training programs.
AI Learning Automation for dynamic course recommendations and auto-assignment workflows
Docebo stands out with AI-driven learning automation that reduces manual course and enrollment work. It delivers enterprise-grade LMS capabilities including blended learning, training catalogs, and compliance workflows. The platform also supports learning content integrations through APIs and common enterprise systems to fit existing HR and CRM setups. Strong reporting and governance tools help training teams manage multi-team rollouts and audit-ready tracking.
Pros
- AI-powered learning recommendations and automation streamline training operations.
- Robust compliance features with structured learning plans and tracking.
- Strong integrations via APIs for HR, CRM, and internal systems.
Cons
- Configuration depth can feel heavy for small training teams.
- Advanced admin workflows require time to set up correctly.
Best For
Enterprise training teams needing AI automation, compliance, and strong integrations
Cornerstone Learning
enterprise LXPCornerstone Learning is a talent and learning platform for managing training, skills, and enterprise development workflows.
Skills and competency-based learning plans with analytics across programs
Cornerstone Learning stands out for combining learning management with talent development and workforce analytics in one suite. It supports instructor-led training, self-paced eLearning, and structured learning plans tied to skills and roles. Reporting and dashboards track enrollment, progress, and competency outcomes across large organizations. Content interoperability and integrations help connect courses to HR and performance processes without building custom training tooling.
Pros
- Robust learning plans tied to skills, roles, and development goals
- Strong compliance and tracking for ILT and self-paced programs
- Detailed analytics for progress, outcomes, and competency coverage
Cons
- Setup and administration can be heavy for teams without dedicated LMS staff
- Reporting configuration often takes time to match complex requirements
- Cost can be high for organizations that only need basic LMS features
Best For
Enterprises managing compliance training and skill-based development with analytics
SAP SuccessFactors Learning
enterprise LMSSAP SuccessFactors Learning provides corporate learning management with skills, curricula, and reporting for large organizations.
Learning assignments tied to SuccessFactors organizational and role data with audit-ready completion reporting
SAP SuccessFactors Learning stands out for deep integration with the broader SuccessFactors HR suite and enterprise learning governance. It delivers role-based training, blended learning, and instructor-led session management with reporting that supports compliance-oriented training programs. Admins can configure learning catalogs, request and approval workflows, and assignments tied to employee profiles and organizational structure. The solution also supports content consumption from SAP and third-party sources, which helps standardize learning delivery across large organizations.
Pros
- Strong compliance-focused reporting for assignments and learning completion
- Blended learning supports ILT sessions, schedules, and enrollment tracking
- Tight integration with SuccessFactors HR data for assignment targeting
- Scalable learning catalog management for large organizations
- Supports integration with external content sources beyond SAP content
Cons
- Complex configuration can slow setup and change management
- User experience depends heavily on how admins structure catalogs
- Learning workflows can feel heavy for small teams
Best For
Large enterprises running compliance training inside the SuccessFactors HR ecosystem
TalentLMS
midmarket LMSTalentLMS is a cloud LMS that runs structured training with courses, automated enrollments, assignments, and detailed analytics.
Learning paths with prerequisites and structured progression across courses
TalentLMS stands out with a fast setup path and a clear administrative UI for launching training quickly. It supports structured learning with courses, learning paths, quizzes, and certificates. Admins can manage users and groups, track completions and scores, and run automated notifications. Integrations cover common HR and productivity needs, with mobile access for learners.
Pros
- Quick course creation with templates, quizzes, and certificates
- Strong learner and admin dashboards for completions, scores, and reporting
- Automations for enrollment and notifications reduce manual admin work
- Mobile learning supports offline access to key training materials
- Clean user and group management for scalable training programs
Cons
- Reporting depth can feel limited for complex custom analytics
- Advanced workflow customization needs more configuration than LMS peers
- Some integrations require setup work to match enterprise processes
- Course authoring tools are basic for highly interactive learning designs
Best For
Mid-market teams needing fast LMS rollout with reliable training tracking
LearnWorlds
creator LMSLearnWorlds combines course creation, community features, and LMS training management with strong publishing tools.
Advanced interactive course builder with quizzes, assignments, and engagement blocks
LearnWorlds stands out for its course builder that blends interactive learning design with strong branding controls. It supports video hosting, drip scheduling, quizzes and assignments, and built-in marketing tools like coupons and affiliate management. Learning Sites can run with custom domains and advanced page customization for sales and course experiences. It also includes sales features like memberships and multi-currency checkout options for monetizing education content.
Pros
- Interactive course builder supports quizzes, assignments, and engagement flows
- Strong Learning Site customization enables branded course and sales pages
- Membership and coupon tools support multiple revenue models
- Affiliate management helps scale distribution without custom tooling
Cons
- Advanced customization can feel complex compared to simpler course builders
- Learning analytics and reporting are less detailed than specialist BI tools
Best For
Teams building branded online courses with interactive content and monetization features
Teachable
course platformTeachable is an online course platform that supports course delivery, student management, and monetization tools.
Built-in payment processing for subscriptions and one-time course purchases
Teachable stands out with its turnkey course storefront and strong emphasis on turning lessons into paid subscriptions or one-time purchases. It includes course creation tools, multimedia hosting, and student management with built-in payment processing for selling across regions. Marketing features like coupons, email notifications, and basic integrations support launch workflows without heavy engineering. Reporting covers enrollments, revenue, and engagement so instructors can manage course performance from one dashboard.
Pros
- Turnkey course storefronts with monetization tools for subscriptions and one-time sales
- Fast course authoring with multimedia lessons and reusable templates
- Student management includes enrollments, messaging, and progress visibility
- Integrated payments reduce the setup work for paid courses
- Coupons and promotion controls support controlled marketing campaigns
Cons
- Limited native automation and workflow logic for complex learning journeys
- Theme customization is constrained versus dedicated website platforms
- Advanced reporting and analytics granularity is not as deep as enterprise LMS tools
- Higher costs can appear when scaling catalogs and promotional activity
- External learning integrations rely on connectors rather than deep native features
Best For
Independent creators and small teams selling courses with minimal technical overhead
Kajabi
all-in-oneKajabi provides an end-to-end platform for building and marketing online courses with an integrated LMS experience.
Pipelines for automating lead to sale journeys with stages, tags, and emails
Kajabi combines course creation, landing pages, and marketing automations in one workflow with a visual editor for site and page building. You can host video courses, organize content into products, and sell memberships or subscriptions through integrated checkout. Built-in email marketing and pipelines help move leads from opt-in to purchase without stitching multiple tools. Advanced users can extend capabilities with webhooks and custom code blocks, but deeper LMS features still lag specialized systems.
Pros
- All-in-one course, website, and checkout reduces tool sprawl.
- Visual page builder supports fast landing pages for offers.
- Marketing automations include email sequences and pipeline stages.
Cons
- Reporting and learning analytics are less detailed than dedicated LMS tools.
- Customization options for themes and templates are constrained.
- Pricing increases with higher tiers and growth needs.
Best For
Creators and small teams selling courses with built-in marketing automation
360Learning
collaborative LXP360Learning enables collaborative learning with engagement workflows, content creation, and continuous improvement loops.
Collaborative learning built around peer feedback and instructor-led review cycles
360Learning stands out with collaborative learning workflows built around peer feedback, skills visibility, and structured course creation. The platform supports authoring, learning paths, and assessments while tracking learner progress with reporting dashboards. It also enables managers and SMEs to review content using review cycles and guided approvals, which improves governance for multi-author programs.
Pros
- Peer learning and feedback loops built into course and cohort workflows
- Structured review cycles support SME governance for multi-author content
- Skills-focused reporting ties learning activity to talent development programs
Cons
- Advanced configuration can feel complex for smaller training teams
- Authoring flexibility can require more setup effort than simpler LMS tools
- Some workflow controls increase implementation time compared with lightweight platforms
Best For
Mid-size teams managing scalable, peer-driven learning and approvals
Thinkific
course platformThinkific helps teams create and deliver online courses using a learning platform with marketing and student tools.
Visual Course Builder with quizzes, assignments, and progress tracking
Thinkific stands out for letting creators build full online course businesses with a polished storefront and in-browser course creation. It offers structured course building with lesson organization, quizzes, assignments, and downloadable resources, plus site themes and custom domain support. Monetization is built around paid courses, memberships, and bundles, with discounting and coupon logic. Learner experience is supported by progress tracking and reporting that helps instructors measure engagement.
Pros
- Course builder supports lessons, quizzes, assignments, and downloadable assets
- Branded course storefront with custom themes and custom domain support
- Built-in payments for paid courses and memberships with coupons and bundles
- Learner progress tracking with actionable course analytics
Cons
- Advanced automation and workflows rely on integrations instead of native tools
- Design flexibility for pages and enrollment flows can feel limited
- Pricing can increase quickly with higher tiers and feature add-ons
- Limited built-in community features compared with dedicated LMS platforms
Best For
Creators selling courses who want a branded storefront and quick course setup
Moodle
open-source LMSMoodle is a widely used open-source LMS that supports customizable course delivery with plugins and strong community hosting options.
Gradebook with flexible grading methods and categories across assignments and quizzes
Moodle stands out with a fully open-source learning management system that runs on self-hosted infrastructure. It supports course creation, assignment grading workflows, quizzes, lesson activities, and competency tracking. The platform integrates with LTI, external authentication methods, and a large plugin ecosystem for features like analytics and advanced content formats. Moodle also offers robust role-based access controls for managing cohorts, teachers, and administrators across multiple courses.
Pros
- Open-source core lets teams customize learning workflows and governance
- Extensive activity library covers quizzes, assignments, lessons, and grading
- Large plugin ecosystem adds integrations like LTI and custom reporting
- Role-based permissions support multi-course and multi-cohort administration
- Self-hosting enables control over data, uptime patterns, and compliance
Cons
- Admin setup and maintenance require technical skills and ongoing upkeep
- User experience feels dated compared with modern LMS interfaces
- Advanced features often depend on additional plugins and configuration
- Scalability tuning can be complex for high-concurrency deployments
Best For
Organizations needing customizable LMS with self-host control and deep plugin support
Conclusion
After evaluating 10 manufacturing engineering, Docebo 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 Doe Software
This buyer’s guide helps you match learning platforms and course businesses to your training goals. It covers enterprise LMS options like Docebo, Cornerstone Learning, and SAP SuccessFactors Learning plus creator-first platforms like LearnWorlds, Teachable, and Kajabi. You also get practical selection guidance for TalentLMS, 360Learning, Thinkific, and Moodle.
What Is Doe Software?
Doe Software is a category of platforms that manage learning delivery, track completion and performance, and support structured learning experiences through courses, learning paths, and governance workflows. Many deployments focus on enterprise training such as compliance tracking and role-based assignments, which is how Docebo, Cornerstone Learning, and SAP SuccessFactors Learning are typically used. Other deployments focus on building and monetizing education experiences, where LearnWorlds, Teachable, and Kajabi combine interactive course tools with storefront and marketing automation. Moodle and TalentLMS fit teams that want more control through self-hosting or a streamlined LMS rollout.
Key Features to Look For
These capabilities determine whether your platform can handle delivery, governance, analytics, and automation without heavy manual work.
AI-driven learning automation and auto-assignment
Look for automation that recommends content and reduces manual enrollment work. Docebo provides AI Learning Automation for dynamic course recommendations and auto-assignment workflows, which is designed for scalable training rollouts.
Skills and competency-based learning plans with analytics
Choose platforms that tie learning to skills, roles, and development goals with outcome reporting. Cornerstone Learning excels with skills and competency-based learning plans plus analytics across programs, and it links learning activity to talent development decisions.
Audit-ready compliance tracking with structured assignments
Prioritize learning workflows that support compliance evidence through assignments and completion reporting. SAP SuccessFactors Learning provides learning assignments tied to SuccessFactors organizational and role data with audit-ready completion reporting, and it supports role-based training across large org structures.
Prerequisite-based learning paths and structured progression
Select platforms that enforce learning order through prerequisites and learning paths. TalentLMS supports learning paths with prerequisites and structured progression across courses, which keeps training plans consistent for multi-group rollouts.
Interactive course building with quizzes, assignments, and engagement blocks
If you build high-interaction learning, verify the course editor supports quizzes and assignments and supports engagement flows. LearnWorlds provides an advanced interactive course builder with quizzes, assignments, and engagement blocks, while Thinkific offers a visual course builder with quizzes, assignments, and progress tracking.
Learning content governance and collaborative review cycles
For multi-author learning programs, require review cycles and guided approvals before content is published. 360Learning supports collaborative learning built around peer feedback and instructor-led review cycles, which helps managers and SMEs govern updates at scale.
How to Choose the Right Doe Software
Pick the tool that matches your learning model first, then validate governance and analytics requirements second.
Match the platform to your learning model
If you run enterprise training with automation and compliance workflows, evaluate Docebo for AI Learning Automation and auto-assignment workflows plus enterprise compliance features. If your training is tied to skills and workforce analytics, Cornerstone Learning matches that model with skills and competency-based learning plans and reporting across programs.
Plan how assignments and governance will work
If assignments must align to HR org and role data, SAP SuccessFactors Learning ties learning assignments to SuccessFactors organizational and role data with audit-ready completion reporting. If you publish content with SME collaboration, 360Learning enables review cycles with guided approvals so multiple authors can govern changes.
Validate learning paths, prerequisites, and assessment capabilities
If your curriculum needs ordered progression, confirm that prerequisites and learning paths are first-class features. TalentLMS supports learning paths with prerequisites and structured progression, while Thinkific and LearnWorlds support quizzes and assignments in their course builders.
Confirm how your reporting will support real decisions
For enterprise outcomes, prefer platforms with dashboards that track progress and competency coverage. Cornerstone Learning provides analytics for progress, outcomes, and competency coverage, and SAP SuccessFactors Learning focuses on compliance-oriented reporting for assignments and learning completion.
Choose your growth path for content, storefront, and marketing
If your primary goal is selling courses with built-in payments and storefront workflows, Teachable and Kajabi emphasize monetization tools and automated lead to sale journeys. LearnWorlds and Thinkific also support branded storefront experiences with custom themes and custom domain support, while Moodle and Docebo emphasize learning governance and integrations.
Who Needs Doe Software?
Doe Software fits teams that need repeatable learning delivery, measurable outcomes, and managed learning governance across audiences.
Enterprise training teams that require AI automation, compliance workflows, and deep integrations
Docebo fits because it delivers AI Learning Automation for dynamic course recommendations and auto-assignment workflows plus enterprise-grade compliance capabilities. It also supports learning content integrations through APIs for HR, CRM, and internal systems so training can align to existing enterprise infrastructure.
Enterprises building skill-based and competency-driven development programs
Cornerstone Learning fits organizations managing compliance training and skill-based development with analytics that tie learning to competency outcomes. It supports instructor-led training and self-paced programs with structured learning plans tied to skills and roles.
Large organizations running compliance training inside the SuccessFactors HR ecosystem
SAP SuccessFactors Learning fits because it integrates learning assignments with SuccessFactors organizational and role data and delivers audit-ready completion reporting. It also manages blended learning with instructor-led session scheduling and enrollment tracking across large catalogs.
Teams that publish and sell branded online courses with interactive learning and monetization
LearnWorlds fits because it combines an advanced interactive course builder with quizzes, assignments, engagement blocks, and strong Learning Site customization with membership and coupon tools. Teachable and Kajabi also fit selling workflows, with Teachable focusing on built-in payment processing for subscriptions and one-time purchases and Kajabi focusing on pipelines for automating lead to sale journeys.
Common Mistakes to Avoid
These mistakes show up when teams choose the wrong learning model or underestimate setup and governance workload.
Selecting an enterprise-grade system without planning for heavy admin configuration
Docebo and Cornerstone Learning both include advanced admin workflows that require time to set up correctly, which can slow execution for small teams without dedicated LMS staff. SAP SuccessFactors Learning also involves complex configuration that can slow setup and change management.
Assuming reporting will be deep enough for compliance and competency decisions
Cornerstone Learning provides detailed analytics for progress and competency outcomes, while LearnWorlds and Teachable report learning and engagement but do not reach specialist BI-level depth. Moodle can support advanced reporting through plugins, but those capabilities depend on plugin selection and configuration.
Choosing a course builder when you need structured training governance
LearnWorlds, Teachable, and Kajabi focus heavily on course creation and monetization workflows, which can leave complex learning governance under-served for multi-author enterprise training. 360Learning exists specifically to support collaborative learning with peer feedback and instructor-led review cycles that drive governance.
Ignoring prerequisites and learning path enforcement
If you rely on ordered curriculum delivery, TalentLMS supports learning paths with prerequisites and structured progression. Thinkific and LearnWorlds support quizzes, assignments, and progress tracking, but advanced prerequisite enforcement must match your exact training plan design.
How We Selected and Ranked These Tools
We evaluated each platform across overall capability, feature depth, ease of use, and value for the intended learning model. We separated Docebo from lower-ranked tools by emphasizing AI Learning Automation for dynamic course recommendations and auto-assignment workflows plus strong enterprise compliance features and API-driven integration fit. We treated Cornerstone Learning and SAP SuccessFactors Learning as top contenders for organizations that tie learning to skills, roles, and audit-ready completion reporting. We also scored creator and monetization platforms such as LearnWorlds, Teachable, and Kajabi based on their interactive course building, storefront and payments emphasis, and workflow automation that supports lead to sale or learning engagement.
Frequently Asked Questions About Doe Software
Which LMS is best for AI-driven learning automation and auto-assignment workflows?
Docebo focuses on AI learning automation that reduces manual course and enrollment work. Its auto-assignment workflows and dynamic course recommendations fit enterprise training teams that need scalable personalization.
What’s the strongest choice for skill and competency-based learning plans across large organizations?
Cornerstone Learning ties learning plans to skills and roles with dashboards that track enrollment, progress, and competency outcomes. It also supports instructor-led and self-paced training tied to workforce analytics.
Which platform fits organizations already running SuccessFactors for HR and governance?
SAP SuccessFactors Learning is built for deep integration with the SuccessFactors HR suite. It supports role-based training, catalog workflows, and audit-ready completion reporting using employee profile and organizational structure data.
Which option is easiest to roll out fast without building complex admin workflows?
TalentLMS is designed for quick setup with a clear administrative UI. It covers courses, learning paths, quizzes, certificates, user groups, and automated notifications so teams can launch training quickly.
Which tool is best for creators who need a branded course storefront and interactive learning design?
LearnWorlds emphasizes an interactive course builder with strong branding controls. It supports quizzes and assignments inside the course experience and adds monetization features like memberships plus multi-currency checkout.
Which LMS is best if the primary goal is selling courses with built-in payment processing?
Teachable includes a turnkey storefront and built-in payment processing for subscriptions and one-time purchases. It also provides student management and reporting for enrollments, revenue, and engagement from one place.
Which platform helps creators automate lead-to-purchase flows tied to course offerings?
Kajabi combines course creation with landing pages and marketing pipelines in one visual workflow. It supports memberships or subscriptions with integrated checkout and uses email and pipeline stages to move buyers from opt-in to purchase.
Which system supports collaborative course creation with peer feedback and approval cycles?
360Learning is built around peer-driven learning and structured course creation. It adds review cycles for managers and SMEs with guided approvals, which improves governance for multi-author programs.
If you need an open-source LMS with self-host control and deep extensibility, which should you choose?
Moodle is a fully open-source LMS that runs on self-hosted infrastructure. It supports LTI integrations, external authentication options, and a large plugin ecosystem for analytics and advanced content formats.
How do I choose between a specialized enterprise compliance workflow and a general course platform?
SAP SuccessFactors Learning is optimized for compliance-oriented training inside the SuccessFactors HR ecosystem with catalog and assignment workflows tied to organizational data. If you need a broader, role-agnostic LMS workflow for structured training paths and tracking, TalentLMS or Moodle can cover those requirements with less reliance on HR-suite data.
Tools reviewed
Referenced in the comparison table and product reviews above.
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