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Parsable, now part of CAI Software, digitizes frontline jobs with no-code checklists and data capture, without the approvals, periodic reviews, and training that keep standard work current and taught. Dozuki puts approved standard work at the center of the operation, connecting clear visual instructions, practical training, verified execution, and frontline feedback, so every job is done the approved way by people trained to do it.
See how each platform supports the people who create instructions, prepare workers, manage changes, and verify execution.
| Feature | Dozuki | Parsable |
|---|---|---|
| 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. | ||
| 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.
No-code job templates combine steps, media, data inputs, and if/then logic.
Schedule recurring content reviews to ensure procedures stay accurate, compliant, and current.
Recurring review cycles keep every procedure accurate, compliant, and current.
No scheduled review cycle for templates.
Route content through configurable review and approval steps before reaching workers
Native multi-stage approvals with automatic change detection, ready out of the box.
Authors can test a template before publishing, with no approval workflow.
Include annotated images, video, files, and visual guidance to boost comprehension.
In-line annotation and markup built for visual, easy-to-follow instructions.
Steps carry text, photos, video, audio, GIFs, and linked files.
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.
Roles control which jobs and steps a worker sees, with no training assigned by role.
Map qualifications, identify skill gaps, and assess workforce capability.
A live skills matrix that maps qualifications and surfaces gaps automatically.
Steps can be limited to qualified roles, with no skills matrix.
Confirm real-world proficiency through practical assessments and supervisor sign-off.
Supervisor sign-off and practical assessments built into the training flow.
Supervisors can sign off steps in a job, with no proficiency record against a skill.
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 Job Instruction Breakdown format.
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.
No-code templates capture numbers, photos, text, yes/no answers, and signatures.
Assign, track, execute, and resume operational work from one connected system.
One connected system for assigning, tracking, and resuming operational work.
Jobs run on schedules or on demand, and SAP maintenance orders flow in and back.
Create timestamped, attributable records across shifts, assets, sites, and teams.
Timestamped, attributable records generated automatically as work happens.
Each step completion is time-stamped and tied to a user.
Review and approve completed work without paper handoffs or delayed escalation.
Review and approval of completed work happens without paper handoffs or delayed escalation.
Signature inputs capture sign-off inside a job, with no review queue for completed 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.
Workers comment on jobs, chat, and raise issues from within a job.
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.
Issues trigger notifications and reports, with no tracking of content feedback to closure.
Highlight updates so workers quickly understand what changed and why.
Workers must acknowledge what changed before continuing; no silent updates.
Updated templates apply to new jobs, with no notice to workers of what changed.
Turn feedback into approved standards, retraining, and measurable operational change.
A closed loop from frontline feedback to approved standard to retraining.
Execution data is analyzed for improvement areas, with no path from worker feedback to a revised template and retraining.
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.
Dashboards report job completion and captured data across teams and sites.
Surface recurring exceptions and patterns across production and frontline work.
Recurring exceptions and patterns surfaced automatically from execution data.
Anomaly detection flags recurring deviations and delays in execution data.
Understand qualifications, gaps, and available capability across teams and sites.
A live view of qualifications, gaps, and available capability across sites.
No skills matrix or view of skill gaps.
Bring Dozuki data into Power BI, Tableau, and enterprise analytics environments.
A native connector purpose-built around frontline data.
Streaming and daily data pipelines deliver frontline activity to a customer's cloud.
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.
MES and IoT connections can trigger and feed jobs.
Embed standard work in asset maintenance and return verified execution records.
Standard work embedded directly into maintenance systems, with verified records returned.
SAP maintenance orders flow into jobs and return confirmations to SAP.
Align roles, managers, locations, training assignments, and employee lifecycle data.
Roles, managers, locations, and employee lifecycle data stay aligned automatically.
No HRIS connector. HR data goes through the API.
Combine frontline data with enterprise analytics for broader operational insight.
Frontline data combines directly with enterprise analytics for broader operational insight.
Data pipelines and APIs feed third-party databases and BI tools.
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.
Services cover authoring, implementation, and project management.
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.
Template authoring services, with no AI conversion of documents.
Maintain audit-ready validation evidence for regulated environments and releases.
Audit-ready validation evidence, including FDA 21 CFR Part 11 support.
No validation package or 21 CFR Part 11 support.
Build confident administrators, authors, trainers, supervisors, and frontline users.
A structured enablement program for every role in the rollout.
Professional services include user training and implementation consulting.
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.
An AI tool answers questions about frontline data and builds charts.
Transforms documents and frontline video into digital work instructions.
Turns a recorded process or legacy file into a structured, editable guide automatically.
No AI conversion of documents or video into instructions.
Generates knowledge checks and assessments from approved content.
Generates assessments straight from approved content, and helps grade them.
No AI quiz or assessment generation.
Finds recurring problems and recommends improvement opportunities.
Recurring problems surfaced automatically, with improvement opportunities recommended.
AI finds recurring deviations and delays and ranks improvement areas.
Surfaces trends, anomalies, and opportunities across operational data.
Trends and anomalies surfaced automatically across operational data.
Anomaly detection and AI trend analysis run on execution data.
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 or government hosting option.
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 current wearable device support.
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-compliant hosting.
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 uptime commitment or SLA.
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 certification for the vendor.
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 named hosting regions or data-residency options.
CAI Software acquired Parsable in September 2024. Parsable now sits alongside about 20 other products in CAI's portfolio, which centers on ERP, MES, and warehouse software.
For teams planning their next phase, the practical question is how much of your program depends on standard work and training, and where those capabilities fit in the platform you choose.
Dozuki is built around approved standard work. Instructions, training, execution, and feedback share the same procedures, so the method your workers follow, the way they learn it, and the record of how it was done stay connected.
A completed checklist shows that a job was recorded. Consistent performance also depends on how clearly the method is defined, how it was taught, and whether it stays current.
Dozuki captures execution data with forms, required inputs, sign-offs, and work orders, and it connects that data to the approved procedure behind it. Teams create visual instructions, route them for approval, train people on them, and verify execution in one platform.
Choose Dozuki when the goal extends beyond digitizing tasks to making the right method repeatable across workers, shifts, and sites.
Controlling who sees a job is different from preparing people to do it.
Dozuki builds role-based courses and knowledge checks from approved procedures, validates proficiency through practical assessments and trainer sign-offs, and tracks qualifications in a skills matrix. Dedicated TWI Job Instruction Breakdown views help trainers teach consistently, and SCORM support brings external learning into the same program.
Supervisors can see what each person learned, how proficiency was validated, and where more support is needed.
A library of templates needs an owner and a process, or it drifts.
Dozuki routes changes through configurable approvals, keeps a full version history, schedules periodic reviews, and lets teams plan when a revision goes live. ChangeAware AI helps workers understand what changed, acknowledgment tracking records who has reviewed it, and procedure updates can trigger retraining.
That keeps every shift on the same approved version of the work.
Parsable's AI focuses on analyzing execution data: answering questions about frontline activity and flagging anomalies.
Dozuki's AI also works on the standard itself. CreatorPro AI turns existing documents and expert videos into editable guides and generates knowledge checks from approved content. ChangeAware AI explains revisions. The Forge AI Assistant supports deeper questions and troubleshooting using operational knowledge.
Those capabilities take on the recurring work of authors, trainers, and operators: documenting expertise, preparing assessments, explaining updates, and finding guidance.
Yes. Dozuki connects with ERP, MES, EAM, CMMS, HRIS, and BI systems through its APIs and enterprise integration options.
Define which system owns each workflow and record, then scope the connections needed so guidance, training, and execution data stay where your teams need them.
No. CreatorPro AI helps convert existing documents and videos into structured, editable guides, and Dozuki's content-conversion services provide additional support when the backlog exceeds your team's capacity.
Process experts review the result, refine the visual guidance, and approve it before release. Start with the procedures where inconsistency costs the most, then expand.
Yes. Start with a defined process, line, or team and expand after workers and supervisors validate the new workflow.
Bring the instructions, training, and execution requirements for that area into Dozuki together. Plan job schedules, integrations, and historical records as their own part of the transition, so the operation keeps running while you expand.
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