
GITNUXSOFTWARE ADVICE
AI In IndustryTop 10 Best Production Assistant Software of 2026
Ranked roundup of production assistant software for production teams, weighing Zapier, Make, and n8n workflows plus SetHero, GreenSlate, Scriptation.
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
SetHero is the most dependable pick for production assistants who need automated task packets and document handoffs across a consistent call workflow, whereas Hot Budget fits if you’re juggling budgets and approvals with exportable accounting-ready reporting, and GreenSlate is the better alternative when your office needs controlled approvals with audit history and onboarding handoffs.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
SetHero
Job-scoped assistant workflows that keep call artifacts, task status, and completion history together.
Built for fits when production assistants need automated task packets and document handoffs across a consistent call workflow..
GreenSlate
Editor pickTemplate-driven intake items with status history for structured document routing across departments.
Built for fits when a production office needs controlled document approvals with audit history and workflow handoffs..
Scriptation
Editor pickScriptation’s script-linked breakdown fields drive automatic updates for generated production documents as edits happen.
Built for fits when production teams want controlled script-to-packet updates with task tracking..
Comparison Table
SetHero
vertical specialistCloud-based production management platform for call sheets, crew scheduling, and document distribution.
Job-scoped assistant workflows that keep call artifacts, task status, and completion history together.
SetHero functions as a job execution layer for production assistants who must turn fragmented call information into task-ready packets and track completion. It supports structured task creation, role-based assignments, and a workflow state that keeps documents and notes from getting lost between days. It also focuses on the operational handoff between internal crew coordination and partner-submitted paperwork, which aligns with production office processes.
A key tradeoff is that deep custom data modeling for unique production-specific artifacts usually requires configuration work or external automation to map fields into SetHero task templates. SetHero fits best when the team already runs a consistent day-by-day operating rhythm and needs automation to generate deliverables and enforce turnaround across job steps.
- +Workflow-driven task tracking that keeps set deliverables attached to each job
- +Automation-friendly job artifacts for connecting external forms and notes
- +Structured roles and assignments reduce handoff gaps between shifts
- +Clear progression states for day-start and day-end completion
- –Advanced customization for unique artifacts can require template and mapping work
- –Complex multi-department reporting needs additional automation
- –External system sync depends on field mapping consistency across tools
Production assistant teams
Day-start packets and closeout tasks
Fewer missing deliverables.
Production offices
External partner paperwork intake
Faster turnaround enforcement.
Show 1 more scenario
Ops and workflow automation
Integrations with Zapier and n8n
Less manual coordination.
Use automation to move job events into messaging, spreadsheets, and document tools.
Best for: Fits when production assistants need automated task packets and document handoffs across a consistent call workflow.
GreenSlate
enterpriseProduction payroll, accounting, and crew onboarding software for entertainment industry.
Template-driven intake items with status history for structured document routing across departments.
GreenSlate fits production assistants who need to coordinate document flow across departments, not just store files. The core workflow centers on creating intake items, attaching required fields for each document type, and moving items through defined approval steps with an auditable timeline. It also supports recurring packet building so start work packets and related forms can be assembled without rework. Automation and API access enable pushing updates to other systems used by production teams.
A key tradeoff is that GreenSlate is stronger at document-centric workflows than at freeform production scheduling and day-out-of-days tracking. It performs best when a production office already has named document owners and clear review steps, such as legal collecting deal memo signatures and then pushing a completed packet to departments. It can be less efficient when the team needs extensive spreadsheets, custom views, or ad hoc reporting on non-document data.
- +Document intake and approval timelines reduce lost handoffs
- +Templates support repeatable packet assembly for office-driven workflows
- +API and automation hooks support syncing outputs to other production tools
- +Role assignments keep review responsibilities clear across departments
- –Better suited to paperwork flow than scheduling logic
- –Complex reporting requires extra configuration and careful process mapping
Production office assistants
Assemble start work packets
Faster packet completion
Legal and business affairs teams
Collect deal memo approvals
Fewer stalled signoffs
Show 2 more scenarios
Location management coordinators
Manage location release forms
Clear location paperwork status
Route location release forms to internal reviewers and capture completion status for each site.
Crew onboarding coordinators
Orchestrate onboarding document collection
Lower onboarding delays
Assign crew document tasks and monitor completion so the onboarding packet is ready on schedule.
Best for: Fits when a production office needs controlled document approvals with audit history and workflow handoffs.
Scriptation
vertical specialistScript annotation and distribution app for cast and crew on iOS and desktop.
Scriptation’s script-linked breakdown fields drive automatic updates for generated production documents as edits happen.
Scriptation’s core work centers on turning script content into structured production details, then generating team-facing deliverables from those fields. It fits production assistants who need continuity-like data captured once and reused across multiple documents and handoffs. It also provides a governance layer for coordinating contributors through task assignment and document state tracking, rather than relying on message threads.
A key tradeoff is that Scriptation’s workflow depth depends on how a production structures its breakdown data inside the tool, which can feel restrictive for crews that already run a heavily customized automation stack. Scriptation works best when script changes drive downstream updates, like when scene revisions require reissuing packet components without manually recreating breakdown work.
- +Script-to-deliverable workflow reduces re-entry of breakdown details
- +Document generation uses structured fields tied to script content
- +Crew onboarding and form collection connect to tracked work items
- +Built-in handoff states reduce reliance on spreadsheets
- –Customization for nonstandard breakdown structures can be limiting
- –Integration with external automation tools is less central than internal workflow
- –Large scripts can feel slow during frequent markup edits
- –Cross-tool reporting needs more manual export than native dashboards
Production assistants
Maintain breakdown-to-packet document flow
Less rework across handoffs
Post and continuity coordinators
Track revision-driven continuity notes
Fewer stale references
Show 2 more scenarios
Crew coordinators
Run onboarding and form collection
Faster readiness checks
Use tracked assignments to collect crew materials and complete readiness steps in sequence.
Independent production teams
Centralize assistant workflow
Cleaner operational handoffs
Replace distributed spreadsheets with one workflow that routes tasks and deliverables from script data.
Best for: Fits when production teams want controlled script-to-packet updates with task tracking.
Yamdu
enterpriseComprehensive production management software covering breakdowns, scheduling, call sheets, and resource planning for film and TV.
Start work packet checklist automation that tracks collection status and gates downstream distribution.
Yamdu is a production assistant workflow tool focused on crew onboarding, asset and document checklists, and day-to-day packet coordination. It centralizes call sheets, deal memo collection, and start work packets into a repeatable process that reduces manual forwarding between production roles.
Yamdu adds automation via configurable triggers and notifications tied to each production’s setup and milestones. Yamdu also exposes an integration surface for connecting external systems used in production ops and reporting.
- +Crew onboarding workflows capture required documents and forms in one place
- +Start work packet checklists keep task status visible across departments
- +Call sheet generation supports consistent distribution and revision history
- +API and automation hooks connect Yamdu steps to external production systems
- –Setup depends on clean template design for each production type
- –Automation coverage can require custom integration for edge-case paperwork
- –Audit visibility is strongest for checklist actions, not deep narrative notes
- –Reporting formats need configuration for per-department views
Best for: Fits when production offices need checklist-driven coordination with API-based automation across crew and docs.
Celtx
SMBPre-production suite providing scriptwriting, breakdown, scheduling, and call sheet tools for independent film and video creators.
Script-centered collaboration keeps production paperwork aligned with the same draft and revision history.
Celtx coordinates production paperwork and scripting workflows in one place, with authoring and review built around script-centric collaboration. The tool supports creating production-ready drafts, managing shooting assets, and distributing call sheet outputs through exportable documents.
Production assistant workflows fit when teams need repeatable revisions, comment-driven feedback, and centralized versions for crew-facing information. Compared with automation-first tools, Celtx provides tighter in-app production document control rather than external workflow orchestration.
- +Script-first workflow keeps revisions and production pages tied to one source
- +In-app review comments reduce version sprawl during production document updates
- +Document exports support distributing crew-facing packets without reformatting
- +Scene-focused structure helps track where changes affect downstream pages
- –Automation depends more on document workflows than on external integrations
- –Crew onboarding steps like check-out and walkie inventory are not native modules
- –Workflow depth for day-out-of-days logistics requires manual coordination
- –Role separation for production documents needs process discipline to stay clean
Best for: Fits when script-driven teams need controlled draft revisions and crew packet exports.
LASSO
enterpriseCrew management and scheduling platform for live events, concerts, and corporate productions.
Checklist-driven production workflows that record step completion and ownership for controlled handoffs.
LASSO is a production assistant workflow system built around structured checklists, forms, and automated handoffs for production teams. It centralizes recurring production operations such as onboarding, document collection, and day-of tracking in one workspace with role-based access.
LASSO also supports integrations and an API surface for connecting external tools, pushing tasks, and syncing status updates. The net effect is less spreadsheet coordination and more controlled execution across crew and stakeholders.
- +Configurable forms and checklists for repeatable crew operations
- +Task handoffs with audit-friendly history of who completed what
- +API access for syncing statuses and automating upstream triggers
- +RBAC-style access control supports crew, managers, and vendors
- –Template configuration requires governance to avoid inconsistent data entry
- –Advanced multi-system orchestration often needs custom integration work
- –Some production outputs still depend on external doc formatting steps
- –Bulk edits across large call-cycle datasets can be slow
Best for: Fits when production teams need governed checklists, structured document collection, and API-driven automation across crew roles.
Hot Budget
enterpriseProduction budgeting and cost reporting software for film and television.
Approval workflow tied to spend documentation that keeps each logged cost item traceable through reconciliation.
Hot Budget is production assistant software that centers budget control workflows around approvals and capture of spend-related documentation. It supports structured input for production costs and follow-on reporting so teams can route items to the right people and keep a paper trail for later review.
The workflow design focuses on day-to-day operational throughput like logging, categorizing, and reconciling spending artifacts rather than building a generalized project workspace. Automation hinges on integrations and exports that fit how production teams already move files between systems.
- +Budget-first workflow reduces drift between spend capture and accounting categories
- +Approval routing supports audit-ready accountability for each logged cost item
- +Exports support downstream spreadsheet and accounting reconciliation workflows
- +Integrations fit file and form handoffs common in production ops
- –Reporting depth depends on how consistently teams code categories during entry
- –Requires disciplined configuration to keep approvals and roles aligned across projects
- –Limited coverage for non-budget production packets compared with ops suites
- –Automation setup may require custom mapping when syncing external spend systems
Best for: Fits when teams need budget approvals, documentation capture, and exportable reporting for production accounting.
Jungle Software
SMBIndie film production scheduling, budgeting, and breakdown software sold as Gorilla and Chimpanzee.
Production workflow templates with production-role checklists that turn day-to-day coordination into repeatable guided operations.
Jungle Software centers production assistant workflows with templates and structured task checklists tied to day-to-day operational handoffs. The system focuses on automation and integration for production coordination, including data capture from crew and downstream generation tasks.
Administrators can control access to work areas and review activity history to support governance across departments. Compared with automation-first tools like Zapier, Make, and n8n, Jungle Software is more workflow-native for production teams that need repeatable, production-specific operations rather than generic event plumbing.
- +Workflow templates map to production handoffs and repeatable daily operations
- +Automation rules reduce manual status updates across multiple roles
- +Role-based access boundaries help departments avoid accidental data edits
- +Audit-style activity history supports operational review after changes
- –Integration depth can lag generic automators for complex cross-app orchestration
- –Custom workflow changes require more internal configuration than code-based tools
- –Automation triggers may not cover every edge case in custom production flows
- –Admin setup for permissions can be heavy for small teams with rotating crew
Best for: Fits when production teams need workflow-native automation with controlled access and traceable operational changes.
Airtable
SMBRelational database platform widely used for production tracking, call sheets, and crew management.
Relational rollups across linked bases turn scattered production entries into board-ready status views.
Airtable manages production tracking by turning spreadsheets into configurable relational bases with views, forms, and scripted automations. It connects to external workflow tools through an API and via Zapier and Make, which makes it practical for crew onboarding, deal memo collection, and progress report drafting.
The relational data model supports task, person, and location records that can roll up into production boards and exports for call sheet style documents. Governance can be handled with workspace roles and record-level permissions, but production-scale automation needs careful design to keep updates consistent.
- +Relational bases let scenes, people, and assets reference each other with rollups.
- +Form submissions route intake into structured records for consistent crew updates.
- +API plus automation tools enable bidirectional sync with production systems.
- +RBAC and record permissions support multi-team collaboration with boundaries.
- –Automation logic can become fragile when many linked records update in parallel.
- –Call-sheet generation and PDF publishing require custom templates and extra steps.
Best for: Fits when production teams need relational tracking and API-driven integrations without heavy custom apps.
Monday.com
enterpriseWork operating system used for production scheduling and cross-department task tracking.
Automations that fire on item updates and approval actions to keep production board data synchronized across teams.
Monday.com is a work management system used by production teams to run workflows across departments from a single, shared board model. The core strength is configurable pipeline boards with item statuses, due dates, owner fields, file attachments, and structured views that can be shared with crew and stakeholders.
Automation rules connect status changes to notifications, approvals, and downstream updates, while the integrations layer supports Zapier-style triggers and API-connected systems. For production assistant work, it can centralize tracking like call sheet drafts, revision histories, and crew onboarding tasks with audit-friendly change visibility.
- +Configurable board workflows with statuses and owners for production task tracking
- +Automation rules trigger updates from field changes and approvals
- +Granular permissions per workspace and role to limit access to call assets
- +Rich file handling and versioned attachments for call sheet and paperwork drafts
- –Production-specific templates require setup to match standard call and crew workflows
- –Automation logic can become hard to troubleshoot across multiple interconnected boards
Best for: Fits when productions need shared workflow boards, status-driven approvals, and integration-based handoffs.
Conclusion
After evaluating 10 ai in industry, SetHero 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 production assistant software
Production assistant software is used to coordinate call artifacts, task packets, and document handoffs across a production office and the crew. This guide covers SetHero, GreenSlate, Scriptation, Yamdu, Celtx, LASSO, Hot Budget, Jungle Software, Airtable, and Monday.com.
The tooling differences show up in workflow packaging, where artifacts and task status stay together versus where intake and approvals live. Integration depth and automation behavior vary from job-scoped assistant workflows in SetHero to approval timeline and routing templates in GreenSlate, and from script-linked breakdown updates in Scriptation to checklist-driven start work packet gates in Yamdu.
Production assistant software for call workflows, intake routing, and packet handoffs
Production assistant software organizes production office work into repeatable packets that track status, ownership, and completion history from intake through distribution. Tools like SetHero keep job-scoped assistant workflows tied to call artifacts so task status and completion history stay attached to each job. GreenSlate structures intake items with templates and status history so teams can route document approvals with an audit trail.
Production teams use these systems to reduce re-entry of paperwork, keep handoffs from drifting between departments, and drive automation from field changes or checklist gates. Scriptation pushes script-to-deliverable updates by linking structured breakdown fields to generated production documents, while Yamdu automates start work packet checklists that track collection status before downstream distribution.
Production assistant workflow packaging, routing, and automation surface
Production assistant software succeeds when call artifacts, packet steps, and completion history stay attached to the right job from intake to distribution. This guide focuses on how each tool packages those artifacts so production staff avoid re-entry and missing handoffs.
Automation depth matters because production offices need status changes to propagate through documents, approvals, and downstream gates. The tools differ most on where automation originates, how job context is preserved, and how much configuration is required to keep routing predictable across roles.
Job-scoped assistant workflows that keep artifacts attached
SetHero keeps job-scoped assistant workflows tied to call deliverables so task status and completion history remain attached to each job. This reduces the drift that appears when task tracking and document handoffs live in separate structures like Airtable rollups.
Template-driven intake with status history for approvals
GreenSlate uses template-driven intake items with status history to route document approvals across departments with traceable timelines. This contrasts with Hot Budget where approval routing centers on logged spend items instead of office paperwork packets.
Script-linked breakdown fields that update generated documents
Scriptation links script-linked breakdown fields so edits automatically update generated production documents tied to structured fields. Celtx centers script-first collaboration with revision history but depends more on internal document workflows than script-linked automation.
Checklist-driven start work packet gates with collection status
Yamdu automates start work packet checklist steps that track collection status and gate downstream distribution. LASSO also uses checklist-driven workflows but requires governance discipline in template configuration to keep data entry consistent across crew roles.
Governed checklist handoffs with audit-friendly completion history
LASSO records step completion and ownership so governed checklists support controlled handoffs with audit-friendly history. Jungle Software also provides workflow templates with role checklists, but integration depth can lag when cross-app orchestration is the dominant requirement.
Approval flows tied to spend documentation and reconciliation needs
Hot Budget ties approval workflow to spend documentation so each logged cost item stays traceable through reconciliation. This differs from GreenSlate and SetHero where the routing emphasis stays on document intake and packet assembly rather than cost coding discipline.
Choose based on where workflow state lives and how automation moves it
Production teams should decide whether the system organizes work around a job, around an intake packet, or around a script-linked data workflow. Tools differ in how they attach completion history to deliverables and how routing rules react to changes.
Automation behavior should be mapped to daily production practices like packet assembly, start work gates, and revision handling. The strongest fit depends on whether automation should originate from structured script fields, checklist completion, or approval events, and how much configuration governance the office can sustain.
Pick the workflow spine that matches the office’s artifact flow
If call artifacts and completion history must stay attached to one job deliverable set, SetHero provides job-scoped assistant workflows that keep set deliverables connected to task status. If document packets require controlled approval routing, GreenSlate organizes work around template-driven intake items with status history.
Decide whether script edits should drive downstream packet changes
If production documents must update when breakdown fields change, Scriptation uses script-linked breakdown fields to drive automatic updates in generated production documents. If the team needs script-first revision control with collaboration and then separately manages production pages, Celtx centers revisions and comments inside its script-centered workflow.
Select checklist gates when start work packets must be complete before distribution
If start work packets require checklist automation that tracks collection status and prevents early downstream distribution, Yamdu is built around start work packet checklists. If governed checklists and ownership are required for step completion across crew operations, LASSO supports audit-friendly completion history but requires governance discipline in template setup.
Choose an approval event model for spend coding and audit accountability
If budget approvals must remain traceable from spend documentation through reconciliation, Hot Budget ties approvals to logged cost items. If approvals mainly route paperwork and department handoffs, GreenSlate focuses on intake and approval timelines instead of spend reconciliation structure.
Validate integration expectations against the tool’s native automation philosophy
If automation is expected to be mostly job-packaged with artifacts as the unit of work, SetHero’s workflow-driven artifacts reduce the need for external orchestration. If the team expects the system to behave like a relational tracking layer with rollups, Airtable can integrate via API but often needs custom templates for call-sheet generation and PDF publishing.
Stress-test governance complexity for multi-department reporting
If multi-department reporting must be detailed across unique artifact types, SetHero can require advanced customization and mapping work. If cross-board coordination and approval triggers are the pattern, Monday.com supports automations on item updates and approvals but becomes harder to troubleshoot across multiple interconnected boards.
Who benefits from production assistant workflow engines and how work differs
Production offices need tools that match how paperwork, approvals, and packet steps move through roles each day. The best fit depends on whether the core unit of work is a job deliverable, a template-driven intake packet, a script-linked breakdown dataset, or a start work checklist gate.
Production teams also vary in governance tolerance. Some workflows can be governed by template configuration and structured fields, while others require tighter mapping work to keep artifacts consistent across departments.
Production assistants running repeatable call packets across the same workflow
SetHero fits when assistants need automated task packets and document handoffs that keep completion history attached to each job artifact. The job-scoped packaging supports consistent call workflows without splitting context.
Production offices routing approvals through a controlled intake process
GreenSlate fits offices that rely on template-driven intake items and need status history that shows how documents moved through approvals. The routing emphasis supports audit-friendly timelines for paperwork handoffs.
Script-driven teams generating production documentation from structured breakdown edits
Scriptation fits teams that require script-linked breakdown fields to drive automatic updates in generated production documents. This reduces re-entry when breakdown details change midstream.
Production teams enforcing start work packet completeness before distribution
Yamdu fits when start work packet checklists must track collection status and gate downstream distribution. The checklist automation provides a practical control point for packet readiness.
Studios standardizing crew operations with role-owned checklist steps
LASSO fits teams that need governed checklists where ownership and step completion are recorded with audit-friendly history. Jungle Software also supports role checklists, but integration depth can lag when orchestration across many systems is a requirement.
Common production assistant software mistakes that break packet handoffs
Misaligned workflow structure causes missing handoffs and stale artifacts when the chosen system does not match how the production office packages work. The most frequent failures come from underestimating configuration governance, expecting script-driven updates without structured fields, or treating relational tracking tools as ready-made packet generators.
Another recurring issue is assuming automation troubleshooting will be transparent across complex, interconnected boards. These problems show up as inconsistent statuses, unclear ownership, and extra steps to produce PDFs and exports.
Using a relational rollup tool for call-sheet publishing without planning custom templates
Airtable supports linked bases and rollups, but call-sheet generation and PDF publishing require custom templates and extra steps. Set Hero or GreenSlate align more directly to artifact attachment and approval timelines for production packets.
Overbuilding checklist templates without governance discipline
LASSO supports governed checklists and audit-friendly completion history, but template configuration requires governance to avoid inconsistent data entry. Yamdu requires clean template design per production type, so checklist scope should match how packet types actually differ.
Assuming deep script-to-document automation without structured breakdown fields
Scriptation provides script-linked breakdown fields that update generated production documents when edits happen. Celtx centers script-first collaboration and revision history, so teams that need automatic downstream updates should validate that structured fields and generation workflows meet the packet update requirements.
Relying on multi-board automations without planning for troubleshooting
Monday.com supports automations triggered by item updates and approval actions, but automation logic can become hard to troubleshoot across multiple interconnected boards. SetHero keeps workflow-driven artifacts attached to jobs, which reduces cross-board ambiguity during status corrections.
Treating approval routing as a spend workflow when the organization needs document packet routing
Hot Budget ties approvals to logged spend documentation for traceable reconciliation, so using it for paperwork packet approvals creates category coding overhead. GreenSlate routes intake documents through templates and status history, which matches document handoffs more directly.
How We Selected and Ranked These Tools
We evaluated SetHero, GreenSlate, Scriptation, Yamdu, Celtx, LASSO, Hot Budget, Jungle Software, Airtable, and Monday.com using features at 40% weight, ease of setup and day-to-day use at 30%, and value at 30%. We scored workflow packaging by checking whether job-scoped assistant workflows keep call artifacts, task status, and completion history attached to the same unit of work.
We scored automation behavior by verifying whether checklist gates, script-linked breakdown updates, or approval routing change downstream artifacts without re-entry. SetHero earned the top rank by keeping job-scoped assistant workflows attached to set deliverables and by building automation around workflow-driven job artifacts that support external form and note connections.
Frequently Asked Questions About production assistant software
How do SetHero, Yamdu, and Jungle Software structure production checklists so that handoffs can be automated?
Which tools support script-to-document updates without manually re-keying production fields?
What breaks if production teams try to run approval routing with Airtable instead of a purpose-built approvals workflow?
How do API-based integrations differ between Zapier-style automation and the production-native automation approach in LASSO and SetHero?
When do GreenSlate and Jungle Software work better than Monday.com for call-sheet generation and document distribution control?
Where does data migration become risky when moving from spreadsheets into a relational model like Airtable or a structured intake model like GreenSlate?
How do SSO and security controls typically show up in production assistant platforms like LASSO and Jungle Software?
What integrations and outputs matter most for call sheet PDF exports and progress report drafting workflows?
Which tool categories fall short when productions need budget approval trails instead of general production task management?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Customer Experience In IndustryTop 10 Best Office Assistant Software of 2026
- Manufacturing EngineeringTop 10 Best Production Manager Software of 2026
- Business FinanceTop 10 Best Executive Assistant Software of 2026
- AI In IndustryTop 10 Best AI Assistant Development Services of 2026
- Business FinanceTop 10 Best Production Accounting Services of 2026
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