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Poka runs skills tracking, training, and shop floor execution as separate tools bolted together. Dozuki connects them into one continuous loop, so approved standards become training, training puts workers to work, execution generates feedback, and feedback continuously optimizes the entire operation.
Every capability compared, from knowledge management to Forge AI. Where Poka holds its own, we say so; where it doesn't, the list speaks for itself.
| Feature | Dozuki | Poka |
|---|---|---|
| Digital Standard Work Develop consistent, visual step-by-step procedures using structured formats that are straightforward to follow and modify. | ||
| Version History & Audit Trails Maintain comprehensive revision records, restore prior versions, and document all changes. | ||
| Approval Workflows Route content through configurable review and approval steps before reaching workers. | ||
| Periodic Review Schedule recurring content reviews to ensure procedures stay accurate, compliant, and current. | ||
| Rich Media Instructions Include annotated images, video, files, and visual guidance to boost comprehension. | ||
| Scheduled Releases Coordinate publishing, communication, and retraining with advance planning. | ||
| Machine Translation Deliver standardized knowledge across multilingual workforces rapidly. | ||
| QR Code Access Link equipment and workstations directly to relevant guides, categories, or workflows. | ||
| Enterprise Search Enable workers to quickly locate approved answers across guides, wikis, and files. | ||
| Role-Based Learning Assign appropriate learning by role, responsibility, location, team, or qualification. | ||
| Guided Onboarding Create repeatable learning paths that help newcomers become productive faster. | ||
| Work-Centric Courses Construct training from real procedures using video, imagery, and operational content. | ||
| Embedded Assessments Validate comprehension with quizzes directly tied to approved Guides and Wikis. | ||
| On-the-Job Validation Confirm real-world proficiency through practical assessments and supervisor sign-off. | ||
| Skills Management Map qualifications, identify skill gaps, and assess workforce capability. | ||
| Automated Retraining Trigger retraining when standards change, qualifications expire, or roles evolve. | ||
| Compliance Reporting Track completion, overdue assignments, certifications, and readiness across teams. | ||
| TWI Job Instruction Support repeatable teaching with Job Instruction Breakdown views built for TWI. | ||
| SCORM Compatibility Blend external eLearning libraries with work-centered training in one experience, backed by a Vector Training Solutions partnership for direct SCORM import and pre-packaged content. | ||
| Training Performance Understand completion duration and identify where learners slow down or get stuck. | ||
| Audit-Ready Records Generate complete course completion records with assessment and data capture evidence. | ||
| Digital Forms & Checklists Replace paper with structured inputs for production, quality, safety, and compliance. | ||
| Work Order Management Assign, track, execute, and resume operational work from one connected system. | ||
| Required Data Inputs Enforce required fields, quality checks, sign-offs, and checkpoints during execution. | ||
| Real-Time Traceability Create timestamped, attributable records across shifts, assets, sites, and teams. | ||
| Supervisor Sign-Off Review and approve completed work without paper handoffs or delayed escalation. | ||
| Conditional Workflows Adapt instructions and data capture based on responses, conditions, or task status. | ||
| Deviation Tracking Monitor exceptions across operations and identify recurring issues that need action. | ||
| Offline Execution Keep procedures and work orders available when connectivity is limited. | ||
| Operational Control Center Monitor active work, status, issues, and execution across frontline operations. | ||
| Frontline Comments Capture observations, questions, and improvement ideas directly within procedures. | ||
| Media-Rich Feedback Attach photos and video to provide clear context from the point of work. | ||
| Comment Resolution Assign ownership, resolve issues, and maintain accountability for follow-through. | ||
| Change Awareness Highlight updates so workers quickly understand what changed and why. | ||
| Digest Notifications Keep users informed of relevant updates without overwhelming them with alerts. | ||
| Structured Improvement Loop Turn feedback into approved standards, retraining, and measurable operational change. | ||
| Training Dashboards Track assignment status, completion, overdue learning, and workforce readiness. | ||
| Training Performance Identify completion times, bottlenecks, and stages where learners need support. | ||
| Skills Visibility Understand qualifications, gaps, and available capability across teams and sites. | ||
| Workflow Reporting Analyze completion, execution, data capture, and operational activity. | ||
| Deviation Analytics Surface recurring exceptions and patterns across production and frontline work. | ||
| Adoption & Utilization Measure how workers and teams engage with content, training, and workflows. | ||
| Data Connector Bring Dozuki data into Power BI, Tableau, and enterprise analytics environments. | ||
| Unified Reporting Combine Dozuki data with HR, production, quality, and performance systems. | ||
| API & Webhooks Sync data, automate workflows, and connect Dozuki with other business systems. | ||
| SCIM & SSO Automate user provisioning, deactivation, team assignment, and secure access. | ||
| HRIS Integration Align roles, managers, locations, training assignments, and employee lifecycle data. | ||
| LMS Integration Unify compliance and operational learning while consolidating training records. | ||
| MES Integration Trigger guidance and workflows based on machine status, production events, or jobs. | ||
| EAM / CMMS Integration Embed standard work in asset maintenance and return verified execution records. | ||
| ERP Integration Connect frontline execution with inventory, materials, work orders, and planning. | ||
| BI Integration Combine frontline data with enterprise analytics for broader operational insight. | ||
| Accelerated Deployment Launch faster with expert-led setup, structure, configuration, and rollout support. | ||
| Legacy Content Conversion Transform paper, PDFs, presentations, and documents into usable digital standards. | ||
| Site Architecture Design categories, permissions, workflows, and governance for long-term scale. | ||
| Training & Enablement Build confident administrators, authors, trainers, supervisors, and frontline users. | ||
| Change Management Support process, behavior, and cultural change across manufacturing environments. | ||
| Integration Optimization Connect Dozuki to enterprise systems while minimizing complexity and duplication. | ||
| Software Validation Maintain audit-ready validation evidence for regulated environments and releases. | ||
| Transformation Best Practices Apply proven methods that reduce false starts and improve long-term adoption. | ||
| Assistant Answers questions, generates content, advises users, initiates action, and coordinates specialized agents. | ||
| Knowledge Agent Provides conversational access to approved operational knowledge. | ||
| Digitization Agent Transforms documents and frontline video into digital work instructions. | ||
| Content Quality Agent Reviews content for clarity, consistency, and frontline readiness. | ||
| Guide Comparison Agent Identifies differences and opportunities to standardize procedures. | ||
| Release Agent Generates release notes for authors during process creation and updates. | ||
| Training Agent Builds targeted learning based on role, work, and performance needs. | ||
| Quiz Agent Generates knowledge checks and assessments from approved content. | ||
| Skills Agent Identifies skill gaps and connects qualified people to critical work. | ||
| Change Agent Explains what changed and keeps teams aligned to new standards. | ||
| Troubleshooting Agent Guides workers through diagnosis using approved procedures and context. | ||
| Visual Verification Agent Uses images and video to help verify work was completed correctly. | ||
| Operations Agent Coordinates workflows and recommends actions that improve execution. | ||
| Audit Prep Agent Assembles evidence and identifies gaps before an audit. | ||
| CI Agent Finds recurring problems and recommends improvement opportunities. | ||
| Insights Agent Surfaces trends, anomalies, and opportunities across operational data. | ||
| Analytics Agent Answers business questions and explains performance using Dozuki data. | ||
| GovCloud Hosting Host data in a government-community cloud built for regulated, defense-adjacent, and public-sector environments. | ||
| Wearable Device Support Extend hands-free access to work instructions and data capture to industrial wearable devices. | ||
| ITAR Certified Infrastructure Protect sensitive data with ITAR-certified infrastructure, meeting strict export control compliance standards. | ||
| Availability: 99.95% Ensure reliable platform access with 99.95% system uptime, minimizing disruptions to critical operations. | ||
| ISO 9001:2015 Meet ISO 9001:2015 standards with tools for standardized procedures, document control, and continuous improvement. | ||
| Encryption at Rest and in Transit Protect sensitive data with robust encryption, securing information whether stored or transmitted. | ||
| IP Whitelisting Restrict access to authorized networks only, enhancing security and preventing unauthorized connections. | ||
| SOC 2 Compliance Adhere to rigorous security standards, ensuring data integrity and customer trust in a secure environment. | ||
| Sandbox Environment Test and refine workflows in a risk-free environment, enabling experimentation and training without affecting live operations. | ||
| Regional Deployment Deploy in specific international regions, such as APAC, to meet local data residency needs beyond U.S.-based GovCloud. | ||
Create, control, translate, approve, and distribute the operational standards your workforce depends on.
Develop consistent, visual step-by-step procedures using structured formats that are straightforward to follow and modify.
Structured, step-by-step visual work instructions built for the shop floor.
Authoring exists, but built around single procedures, not structured revision and release.
Schedule recurring content reviews to ensure procedures stay accurate, compliant, and current.
Recurring review cycles keep every procedure accurate, compliant, and current.
No scheduled or expiration-based content review workflow.
Route content through configurable review and approval steps before reaching workers
Native multi-stage approvals with automatic change detection, ready out of the box.
No configurable multi-stage approval workflow. Control leans on versioning alone.
Include annotated images, video, files, and visual guidance to boost comprehension.
In-line annotation and markup built for visual, easy-to-follow instructions.
Text, image, video, and voice notes are supported, without in-line annotation tooling.
Turn standard work into structured learning. Assign by role, validate understanding, track qualifications, and keep teams ready as standards evolve.
Assign appropriate learning by role, responsibility, location, team, or qualification.
Courses built from real procedures, assigned automatically by role, location, or qualification.
Skills-gap dashboards drive automatic training assignment by role and location.
Map qualifications, identify skill gaps, and assess workforce capability.
A live skills matrix that maps qualifications and surfaces gaps automatically.
Skills matrix management is core to the platform, with qualification visibility and automated routing to certified operators.
Confirm real-world proficiency through practical assessments and supervisor sign-off.
Supervisor sign-off and practical assessments built into the training flow.
Expert endorsement of on-the-job performance is a supported validation method.
Support repeatable teaching with Job Instruction Breakdown views built for TWI methodology.
Exclusive TWI Institute partnership, with JIB views purpose-built for the methodology.
No TWI capability or Job Instruction Breakdown format of any kind.
Guide consistent execution with digital forms, enforced checkpoints, work orders, approvals, and traceable data collected directly from the floor.
Replace paper with structured inputs for production, quality, safety, and compliance.
Purpose-built forms and checklists ready to deploy out of the box.
Digital forms and checklists are core to the platform.
Assign, track, execute, and resume operational work from one connected system.
One connected system for assigning, tracking, and resuming operational work.
Some work assignment and tracking exists, but not a full work-order system.
Create timestamped, attributable records across shifts, assets, sites, and teams.
Timestamped, attributable records generated automatically as work happens.
Execution data is captured, without the same breadth of attributable records across shifts, assets, and sites.
Review and approve completed work without paper handoffs or delayed escalation.
Review and approval of completed work happens without paper handoffs or delayed escalation.
No dedicated supervisor sign-off or approval workflow for completed operational work.
Give the frontline a voice in how work improves. Capture feedback in context, route it to the right people, and connect every approved change back to training and execution.
Capture observations, questions, and improvement ideas directly within procedures.
Comments and media captured directly in context, at the point of work.
Comments are supported, giving workers a way to flag issues in context.
Assign ownership, resolve issues, and maintain accountability for follow-through.
Feedback resolves inside the guide itself, routed through versioning and approval so it becomes part of the approved standard.
A separate ticketing system handles issue creation, resolution, and assignment, apart from the procedure itself.
Highlight updates so workers quickly understand what changed and why.
Workers must acknowledge what changed before continuing; no silent updates.
No change-acknowledgment gating exists.
Turn feedback into approved standards, retraining, and measurable operational change.
A closed loop from frontline feedback to approved standard to retraining.
Pattern detection across issues points toward improvement, but it isn't tied back into training or standard work.
Turn frontline activity into visibility. Measure knowledge adoption, learning progress, work execution, deviations, and operational performance.
Analyze completion, execution, data capture, and operational activity.
Completion, execution, and data-capture activity analyzed from one connected system.
No dedicated reporting layer for workflow completion and execution activity beyond training and skills data.
Surface recurring exceptions and patterns across production and frontline work.
Recurring exceptions and patterns surfaced automatically from execution data.
Cross-site pattern detection on issues is an emerging capability.
Understand qualifications, gaps, and available capability across teams and sites.
A live view of qualifications, gaps, and available capability across sites.
A live capability graph of qualifications and readiness spans every site.
Bring Dozuki data into Power BI, Tableau, and enterprise analytics environments.
A native connector purpose-built around frontline data.
Data-lake and IPaaS capabilities move data out, without a named BI-tool integration.
Connect frontline knowledge, training, and execution with the enterprise systems that manage people, production, assets, identity, and reporting.
Trigger guidance and workflows based on machine status, production events, or jobs.
Native integration patterns built for live production systems.
Integrates with major MES platforms.
Embed standard work in asset maintenance and return verified execution records.
Standard work embedded directly into maintenance systems, with verified records returned.
EAM integration is supported, without the same verified-record depth.
Align roles, managers, locations, training assignments, and employee lifecycle data.
Roles, managers, locations, and employee lifecycle data stay aligned automatically.
HRIS is a supported integration alongside LMS and ERP, at unspecified depth.
Combine frontline data with enterprise analytics for broader operational insight.
Frontline data combines directly with enterprise analytics for broader operational insight.
Data-lake and IPaaS capabilities move data out, without a named BI-platform integration.
Reduce internal strain and accelerate time to value with experienced guidance, conversion services, implementation support, and scalable enablement.
Launch faster with expert-led setup, structure, configuration, and rollout support.
A dedicated team designs your architecture, governance, and rollout.
Onboarding exists, but with no dedicated team accelerating your launch or sharing implementation best practices.
Transform paper, PDFs, presentations, and documents into usable digital standards.
A dedicated team of experienced technical writers converts your paper, PDFs, and legacy documents into usable digital standards.
Manual content conversion support is available as part of onboarding services.
Maintain audit-ready validation evidence for regulated environments and releases.
Audit-ready validation evidence, including FDA 21 CFR Part 11 support.
No FDA 21 CFR Part 11-style validation support.
Build confident administrators, authors, trainers, supervisors, and frontline users.
A structured enablement program for every role in the rollout.
Standard customer training exists, but without a structured, role-specific enablement program for admins, authors, trainers, and supervisors.
The intelligence, governance, reasoning, and orchestration layer across Dozuki.
Answers questions, generates content, advises users, initiates action, and coordinates specialized agents.
Understands intent and coordinates specialized agents across knowledge, workforce, operations, and improvement.
Several production AI agents exist, without a single orchestrating assistant across all of them.
Transforms documents and frontline video into digital work instructions.
Turns a recorded process or legacy file into a structured, editable guide automatically.
AI converts worker knowledge, video, and documents into structured instructions, a flagship capability.
Generates knowledge checks and assessments from approved content.
Generates assessments straight from approved content, and helps grade them.
Auto-scored exams exist, without AI-generated assessments built from approved content.
Finds recurring problems and recommends improvement opportunities.
Recurring problems surfaced automatically, with improvement opportunities recommended.
Newer AI agents, still in early access, surface recurring issue patterns and recommend action.
Surfaces trends, anomalies, and opportunities across operational data.
Trends and anomalies surfaced automatically across operational data.
A production Analytics Agent surfaces trends across operations in seconds.
Hosting and device options built for regulated, defense-adjacent, and industrial environments.
Host data in a government-community cloud built for regulated, defense-adjacent, and public-sector environments.
A government-community cloud option supports regulated and public-sector deployments.
No GovCloud hosting option exists.
Extend hands-free access to work instructions and data capture to industrial wearable devices.
RealWear wearable device support extends hands-free access to instructions and data capture.
No RealWear or industrial wearable device integration exists.
Protect sensitive data with ITAR-certified infrastructure, meeting strict export control compliance standards.
ITAR-certified infrastructure protects sensitive data and meets strict export control compliance standards for defense-adjacent environments.
No ITAR-certified infrastructure or export control compliance exists.
Ensure reliable platform access with 99.95% system uptime, minimizing disruptions to critical operations.
A 99.95% uptime SLA keeps critical operations running with minimal disruption.
No published uptime SLA exists.
Meet ISO 9001:2015 standards with tools for standardized procedures, document control, and continuous improvement.
ISO 9001:2015 certification backs standardized procedures, document control, and continuous improvement.
No ISO 9001:2015 certification exists.
Deploy in specific international regions, such as APAC, to meet local data residency needs beyond U.S.-based GovCloud.
Deployment in specific overseas regions, such as APAC, meets local data residency needs.
No regional deployment option beyond standard hosting exists.
Skills tracking is one piece of running frontline operations, and in Poka it lives apart from authoring, training delivery, and execution. In Dozuki, skills data comes from the same connected system that writes the standard, delivers the training, and runs the work, so a skill gap doesn't just get flagged, it triggers the next training assignment, and every completed job feeds back into the record. That's the difference between a skills tracker and a closed-loop continuous improvement system.
Poka's AI lives in a separate chat interface, apart from the tools frontline workers actually use to do the job, so getting help means leaving your workflow to dig through a chat window. Dozuki takes a different approach: embedded AI delivers guidance directly at the point of work, while a dynamic assistant is also available whenever someone needs to go deeper, troubleshoot, or explore, all without leaving the platform.
No. Dozuki covers training, execution, workflows, collaboration, and optimization all in one place, so manufacturers choose it rather than running Poka and Dozuki side by side.
CreatorPro AI converts your existing documents, videos, and legacy files into structured Dozuki guides directly, tied into Dozuki's full authoring, approval, and training lifecycle. We've seen individual lines get up and running in a matter of hours, and entire facilities, including decades of undocumented tribal knowledge, go through a full digital transformation in a few weeks.
Rollouts are phased line-by-line or site-by-site, so teams see quick wins without a disruptive all-at-once cutover.
Dozuki's transformation services team includes dedicated technical writers who convert your existing SOPs, PDFs, and legacy documents into structured, visual guides as part of onboarding. Poka doesn't have an equivalent team: their own implementation guidance points customers toward hiring an intern to handle document conversion in-house. With Dozuki, writers who do this for a living handle the conversion. With Poka, that work typically falls on your own team, or whoever you can find to take it on.
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