What's New at Kodexa

Kodexa Platform 2026.02 release delivers comprehensive task management enhancements, data form reliability improvements, workflow consistency refinements, and significant infrastructure upgrades. This release includes new document locking capabilities, collapsible sub-bill line items, S3 presigned URL uploads for large files, Auth0 group synchronization, Datadog event integration, and numerous critical bug fixes that improve overall system reliability, data integrity, and user productivity.

What’s New

Task Management & Workflow

Enhanced Task Creation & Configuration:

• New Task Creation Button - Added “Create New Task” button with redesigned task creation dialog for streamlined task management
• Task Options UI - New Task Options section in project management with configurable “Show Take Next” and “Show New Task” button settings
• Mandatory Comments on Changes - Enforced mandatory comments/explanations when users change or add values in data forms to maintain audit trail and data quality
• Document Lock/Unlock - New document locking functionality to prevent concurrent edits and ensure data integrity during review workflows

Task Processing Improvements:

• Task Status Persistence - Fixed critical issue where task status changes via Accept/Reject buttons were not saving to the database
• Task Template Status Fix - Resolved issue where Task Status in Task Template was unexpectedly cleared when updated separately
• Task Creation Reliability - Fixed issue where task assistant showed successful creation but server did not return the task
• Task Cancellation on Reprocess - Reprocessed documents now properly cancel old tasks that are no longer relevant
• User Cancelled Flag - Added userCancelled tracking flag to ScheduledJobExecution with dedicated cancel endpoint
• Task Action Refactoring - Refactored DataFormAction to TaskTemplateAction for better multi-form support per task template

Workflow Experience:

• Single-Org Auto-Navigation - Users with only one organization now automatically bypass the organization selection page in Workflow
• Streamlined Move Dialog - Data object move dialog now auto-skips unnecessary steps when only one action or destination type is available
• Accept Button Visual State - Accept button now properly shows disabled state visually when data form still has exceptions
• Left Panel Configuration - Restored left panel visibility when opening tasks to support formula panel functionality
• Assign on Open Fix - Fixed issue where Assign on Open was preventing users from viewing tasks
• Task Table Click - Task tables now respond to clicks anywhere in the row, not just the name
• Task Indicators in Studio - Added visual indicators showing if a file has related tasks with quick navigation to them

Data Forms & Field Management

Line Item Enhancements:

• Collapsible Sub-Bill Feature - Line item invoices with multiple sub-accounts now display collapsible summary headers showing Account Number, Total Billed Amount, Page Number, and Exception Count
• Sort Function Removed - Removed column sorting from line items area to prevent accidental reordering that creates data integrity risks
• Line Item Count Fix - Fixed intermittent issue where current and total count of line items was missing at the bottom of the table
• Exception Cleanup on Delete - Fixed issue where deleting line items with exceptions still showed the exceptions at the top of the data form
• Blank Field Validation - Blank description fields in line items now properly display red outline for required field validation

Exception Handling:

• Click-to-Navigate Exceptions - Clicking an exception message at the top of the screen now scrolls directly to the corresponding exception on the data form
• Override Visibility Fix - Fixed issue where overridden exceptions disappeared from the top of the data form
• Pop-up Auto-Dismiss - Fixed exception message pop-up that failed to disappear automatically upon entering valid data

Field Improvements:

• Click-to-Select PDF Values - Users can now click single values in PDF instead of dragging to select, reducing tedious highlighting
• Currency Decimal Preference - Added “Prefer Two Decimal Places” option for Currency taxon type with automatic interpretation
• Extracted Data Popover - Added popover for extracted data counts exceeding 4 items to improve UI layout
• Visual Indicator Fix - Fixed blue vertical bar appearing instead of yellow when adding values to empty fields
• External Data Reflection - Fixed issue where values entered for external data were not reflected in uploaded documents

Form Configuration:

• Data Movement Destinations - Fixed Data Form Layout Editor not showing acceptable destinations for data movement
• Robotic Assistant Connections - Fixed issue where updating connections in a robotic assistant did not show correctly based on the selected assistant

User Interface & Navigation

Navigation Improvements:

• Workspace Table Toggle Fix - Fixed workspace table view toggle that was permanently stuck in the larger view
• Copy Document Name - Added ability to easily copy document/file names from the workspace and studio interface
• Image Panel Default Size - Invoice image panel now opens at a larger default size to eliminate need for manual resizing
• Document View in Workflow - Added full document viewing capability with workspace features (labels, data forms, audit history) in Workflow mode
• Page Navigation Fix - Fixed inconsistent page navigation where users had to manually enter page numbers
• Kiosk Mode Project Visibility - Fixed issue where projects visible in Workflow Task Mode could not be found in Workflow Kiosk Mode
• Organization Home Cleanup - Removed tasks from organization home in Workflow to direct users to choose a project first

UI Stability Fixes:

• Notification Error Handling - Successful notification no longer appears when deleting a document store returns an error
• Discard Changes Modal - Fixed false “Discard Changes” modal appearing when deleting or adding a data group then rejecting
• Required Field Indicators - Added asterisk (*) to required fields like Project Name and Task Title
• Project Screen Blank Fix - Fixed blank project screen after discarding Data Form Editor changes or updating model options
• 409 Error Fix - Resolved 409 conflict error and white screen when saving in Manage Project/Data Flow
• Save Reminder Fix - Save reminder no longer appears when there are no changes to save
• Document Status Save Fix - Fixed “Failed to save Document Status” error on document status table
• Lazy Loading Cleanup - Resolved lazy loading issues and removed unused lazy loading code from the UI
• General UI Cleanup - Fixed multiple UI bugs including workspace navigation tab, tab reactivity, and document view in workflow

Document Management & Processing

Large File Support:

• S3 Presigned URL Upload - Implemented two-phase upload process using S3 presigned URLs to support file uploads up to 500MB+, bypassing the previous 100MB Cloudflare Tunnel limit

Data Management:

• Soft Delete Implementation - Implemented soft delete for DataObject and DataAttribute entities to preserve audit history while preventing deleted items from appearing in normal queries
• Automatic Knowledge Sets - System now automatically evaluates document knowledge features and applies applicable knowledge sets to document families on content object creation
• Knowledge Expression Filter - Added knowledgeExpression query parameter to document-families API for advanced filtering
• Datalake Export Format - New NDJson export format optimized for lakehouse storage in S3/data warehouses
• Document Family Tracking - Added JobDocumentFamilyInteraction entity for tracking associations between scheduled job executions and document families
• Pending Processing Rename - Renamed DocumentFamily guidance field to pendingProcessing for clearer purpose

Processing Upgrades:

• Textract v3 Integration - Updated Data Extraction Starter to use Amazon Textract v3
• Taxonomy Copy as YAML - Added Alt+Click functionality to copy taxonomy data as YAML format
• Structured Filter Fix - Fixed error 400 when using structured filter with exists(dataExceptions.id)

Security & Authentication

Auth0 Integration:

• Group Sync Background Task - New automated synchronization of Auth0 groups with organization memberships, supporting automatic add/remove based on group membership
• Regex Pattern Matching - Auth0 Group Sync now supports regex patterns in authGroup field for flexible group matching instead of exact strings only

Access Control:

• Team Management - New ability to create, edit, view, search, and manage teams within organizations
• Dual Token Support - Java server now supports both x-api-key and x-access-token authentication methods
• Channel Association - Tasks can now be linked to specific channels for improved organization and routing

Infrastructure & Monitoring

Observability:

• Datadog Event Integration - Comprehensive structured event logging to Datadog covering user login/authentication events and extension pack lifecycle monitoring
• Pattern-Based Log Routing - Added regex-based pattern routing for filtering Datadog logs by event name and host name to specific destinations

AWS Lambda Improvements:

• Provisioned Concurrency - Added support for AWS Lambda provisioned concurrency to improve cold start performance with pre-warmed instances
• Dynamic Concurrency Scaling - Support to increase/decrease reserved concurrency without undeploying, preserving running transactions

Scheduling & Jobs:

• Schedule Update Fix - Clearing nextEvent when scheduled job schedule is updated to ensure proper recalculation of next execution time
• Audit Trail Completeness - Fixed missing audit trail in specialized task update API endpoints (/assignee and /status)
• Conflict Error Resolution - Resolved assistant log conflict error “Batch update returned unexpected row count from update”
• Gateway Timeout Fix - Fixed gateway timeout occurring in Waste Document upon clicking Reject as Statement

Critical Bug Fixes

Task & Workflow Stability

• Task Status Persistence - Accept/Reject buttons now properly save task status changes to the database
• Task Template Status - Task status in task templates no longer unexpectedly cleared on separate updates
• Task Creation Reliability - Task assistant now reliably creates and returns tasks from server
• Workflow Task Visibility - Workflow Task Mode now shows all tasks even without active filters
• Accept Button State - Accept button properly shows disabled visual state when exceptions exist
• Assign on Open - Document auto-assignment no longer prevents users from viewing tasks

Data Forms & Validation

• Exception Navigation - Overridden exceptions no longer disappear from data form top section
• Exception Pop-up - Exception messages properly auto-dismiss upon entering valid data
• Line Item Exceptions - Deleting line items properly clears associated exception displays
• Line Item Count - Current and total line item counts now display consistently
• Field Validation Visual - Blank required fields properly display red outline indicators
• External Data Sync - Values entered for external data now properly reflected in uploaded documents
• Visual Indicators - Correct yellow vertical bar now displays instead of blue when adding values

UI & Navigation

• Table View Toggle - Workspace table view toggle now functions correctly
• Page Navigation - Page numbers display consistently without requiring manual entry
• Kiosk Mode - Projects now visible in both Workflow Task Mode and Kiosk Mode
• Discard Changes Modal - False unsaved changes warnings eliminated during normal operations
• Project Screen - No longer shows blank screen after discarding Data Form Editor changes
• Save Conflicts - Resolved 409 errors and white screen when saving project configurations
• Document Status - Fixed save failures on document status table
• Notification Accuracy - Success notifications no longer appear when operations actually fail

System Stability

• Gateway Timeouts - Resolved timeout issues during document rejection operations
• Assistant Conflicts - Fixed batch update conflict errors in assistant processing logs
• Structured Filters - exists() filter function now works correctly without error 400
• Audit Trail - All task assignment and status changes now properly recorded in activity logs

Performance Improvements

Speed Enhancements

• Large File Uploads - Support for 500MB+ file uploads via S3 presigned URLs, bypassing previous 100MB limit
• Lambda Cold Starts - Provisioned concurrency eliminates cold start latency for critical processing functions
• Dynamic Scaling - Concurrency can be adjusted without redeployment, enabling rapid response to load changes
• Move Dialog Streamlining - Reduced clicks from 5 steps to as few as 2 for common data object move operations

System Optimization

• Soft Delete Architecture - Audit history preserved without impacting query performance through filtered queries
• Knowledge Set Automation - Automatic knowledge set application eliminates manual assignment steps
• Lazy Loading Cleanup - Removed unnecessary lazy loading code reducing UI complexity and improving rendering
• Schedule Recalculation - Scheduled job next events properly recalculated on configuration changes

Reliability & Monitoring

Enhanced Observability

• Datadog Integration - Comprehensive event logging for user authentication and extension pack lifecycle
• Pattern-Based Routing - Fine-grained log routing enables targeted monitoring and alerting
• Document Family Tracking - Full tracking of job-to-document interactions for processing visibility

Audit & Compliance

• Complete Audit Trail - All task update endpoints now properly create activity records
• Mandatory Explanations - Configurable requirement for comments when changing data form values
• Soft Delete History - Deleted data objects and attributes preserved for audit purposes
• Document Locking - Prevents concurrent modifications ensuring data consistency

User Experience Enhancements

Workflow Improvements

• Single-Org Auto-Skip - Users in single organizations go directly to their workspace
• Streamlined Move Operations - Fewer clicks needed for common data movement actions
• Task Creation - New dedicated button with redesigned creation dialog
• Task Indicators - Quick visual identification of files with related tasks in Studio
• Click Anywhere - Task table rows respond to clicks anywhere, not just the name column

Interface Polish

• Image Panel Sizing - Larger default invoice image panel eliminates constant manual resizing
• Document Name Copy - Easy one-click copy of document names from workspace
• PDF Value Selection - Click to select single values instead of dragging
• Exception Click-Through - Click exception messages to jump directly to the relevant field
• Required Field Markers - Clear asterisk indicators on all required input fields
• Collapsible Sub-Bills - Line item sub-accounts collapsed by default with summary headers for easier navigation

Technical Updates

Backend Changes

• Implemented Auth0 group synchronization with regex pattern support
• Added S3 presigned URL upload infrastructure for large files
• Soft delete implementation for DataObject and DataAttribute entities
• Knowledge expression filter and automatic knowledge set application
• JobDocumentFamilyInteraction tracking entity
• Datalake NDJson export format for document families
• Dual authentication token support (x-api-key and x-access-token)
• Channel association for task entities
• Lambda provisioned concurrency and dynamic scaling support
• Datadog event integration with pattern-based routing
• Scheduled job nextEvent recalculation on updates
• UserCancelled flag for scheduled job executions
• Task update API audit trail completeness
• Data Extraction Starter updated to Textract v3

Frontend Improvements

• Collapsible sub-bill line items with summary headers
• Click-to-navigate exception messages
• Streamlined data object move dialog
• New task creation button and redesigned popover
• Task Options UI in project management
• Document view in Workflow section
• Image panel default size increase
• Copy document name functionality
• Click-to-select PDF values
• Accept button disabled state visual
• Required field asterisk indicators
• Extracted data count popover
• Sort function removal from line items
• Workspace table view toggle fix
• Lazy loading code cleanup
• General UI bug fixes and stability improvements

Upgrade Notes

For Administrators

1. Auth0 Group Sync - New background task automatically syncs Auth0 groups with organization memberships; review authGroupLink configuration
2. S3 Upload - Large file uploads now use S3 presigned URLs; ensure S3 bucket permissions are configured
3. Soft Delete - DataObject and DataAttribute deletions now use soft delete; historical data preserved for audit
4. Datadog Integration - Configure pattern-based routing for targeted event monitoring
5. Lambda Concurrency - Provisioned concurrency available for critical extension packs; review cold start requirements
6. Mandatory Comments - Configure “Require Explanations on Save” per task template in Workflow
7. Team Management - New team creation and management capabilities available in organization settings
8. Document Locking - New document lock/unlock functionality available for review workflows

For End Users

1. Task Creation - New “Create New Task” button available in project task views
2. Exception Navigation - Click exception messages to jump directly to the relevant field on the data form
3. Sub-Bill View - Line item invoices now show collapsible sub-bill summaries for easier navigation
4. PDF Interaction - Click single values in PDF viewer instead of dragging to select
5. Image Panel - Invoice image panel opens at a larger default size
6. Document Copy - Easily copy document names from workspace interface
7. Move Dialog - Simplified data object move operations with fewer clicks
8. Single Organization - Users in one organization automatically navigate to workspace
9. Required Fields - Required fields now clearly marked with asterisk (*)
10. Comments Required - Some workflows may now require explanations when changing values

Known Limitations

• S3 presigned URL uploads require proper IAM permissions on the S3 bucket
• Auth0 Group Sync processes on a scheduled interval; changes may not be immediate
• Soft delete data is retained indefinitely; administrators should plan for storage implications
• Lambda provisioned concurrency incurs additional AWS costs
• Document locking configuration may require workflow adjustment period
• Some legacy task data may not have complete audit trails (pre-fix)

Kodexa Platform 2025.12 release focuses on critical user interface improvements, data form reliability enhancements, and workflow consistency refinements. This release delivers comprehensive bug fixes for navigation state management, form field interactions, task processing stability, and scheduled job configuration that improve overall system reliability and user productivity.

What’s New

User Interface & Navigation Enhancements

Navigation Consistency Improvements:

• Stable Page State - Eliminated issues where pages showed incorrect content during transitions
• Organization Navigation - New organizations now appear immediately in navigation dropdown without refresh
• Project Header Display - Corrected project name display to match actual page context
• Pipeline Visualization - Restored connecting lines in project pipeline diagrams for clear workflow visibility
• Workspace Loading - Eliminated flash of non-existent documents when navigating to workspace tabs

UI Display Corrections:

• Scheduled Job Interface - Removed duplicate refresh buttons from job history displays
• Data Flow Persistence - Fixed stale reference display when navigating away and back to data flow diagrams
• Workflow Mode Clarity - Distinguished visual appearance between Workflow Task Mode and Workflow Kiosk Mode
• Save Layout Functionality - Restored ability to save custom layouts in Data Flow page

Document Interaction Improvements:

• PDF Highlighting - Enabled value highlighting in PDF documents for easier data verification
• Text Copying - Fixed Command+C copying from document viewer with proper clipboard notifications
• Filename Display - Complete filenames now visible in workflow data form tabs

Data Forms & Field Reliability

Form Interaction Enhancements:

• Keyboard Navigation - Tab key now properly moves between fields with single press
• Field Focus Behavior - Eliminated auto-scroll to top when focusing on bottom cards
• Exception Visibility - Exception stickies now display correctly in customized data forms
• Date Field Highlighting - Removed confusing yellow vertical highlights on date exception fields
• Override Clarity - Improved exception override messaging to reduce user confusion

Field Value Integrity:

• Initial Value Display - Fixed field_initial_value column showing “[null]” instead of actual original values
• Data Form Display - Restored consistent appearance of linked data forms in dropdowns
• Configuration Persistence - Data form configurations properly saved and reflected after changes

Date & Metadata Management:

• Date Format Consistency - Standardized date format display across all forms
• Timezone Handling - Created Date and Modified Date now properly display in EST
• Metadata Visibility - Fixed metadata tables to show document status, task status, and other available metadata

Line Item Management:

• View Stability - Line items table now maintains view position when inserting new rows
• Data Integrity - Prevented data loss when deleting line item rows with newly added values
• Multiple Row Operations - Fixed issues with adding multiple rows simultaneously

Workflow & Task Processing

Task Management Improvements:

• Task Mode Consistency - Workflow Task Mode and Workflow Kiosk Mode now display appropriately distinct views
• Automatic Task Assignment - Accept/Reject buttons now automatically assign next available task
• Task Action Reliability - Action buttons properly set attributes upon saving
• Task Creation - Basic Task Creator now correctly finds existing task templates and creates tasks
• Task Status Configuration - Fixed task status saving as proper ID instead of object in UI model settings

Exception & Override Management:

• Exception Overview - Task Overview tab now displays open and closed exceptions correctly
• Override State - Override buttons properly disabled after reopening approved tasks with overridden exceptions
• Line Item Notifications - Line item errors now trigger VS notifications as expected

Document Processing:

• Upload Capacity - Fixed Request entity too large error for documents over 1 MB
• Data Extraction - Resolved issues with missing extracted data after reprocessing or uploading new documents
• AI Assistant - Restored Kodexa AI assistant functionality in QA2 environment
• Document Preprocessor - Fixed response_schema keyword argument error in document preprocessing

Configuration & Automation

Scheduled Jobs & Configuration:

• Schedule Persistence - Configured scheduled job options now properly saved and reflected after refresh
• Cron Expression Updates - Custom interval settings correctly update cron expressions for minute precision
• Schedule Status Display - Scheduled jobs now show correct scheduling status
• Module Management - Add module modal properly returns available modules

Assistant & Product Management:

• Model Step Navigation - Restored ability to move model steps using arrows in robotic/model assistants
• Data Form Configuration - Improved ability to copy data form configurations across projects
• Duplicate Prevention - System prevents creation of duplicate product names

Form State Management:

• Save Button Enablement - Save button properly enables after configuration changes
• Cancel Button Behavior - Initial values correctly cleared after clicking Cancel or successful creation
• Data Group Management - Fixed blank card creation when deleting data groups then saving
• Exception Clearing - Data forms without data groups now properly clear exceptions when groups are added

AI & Processing Reliability

LLM Operation Stability:

• Deserialization Handling - Fixed fallback deserialization errors with null next_node attributes
• Throttling Management - Improved handling of LLM rate limiting and token overflow scenarios
• Template Processing - Resolved internal server errors in Defense Handling message template processing

Data Movement & Publishing:

• Service Transfer - Enabled service-to-service data movement functionality
• Azure Publishing - Fixed Azure publisher to properly detect documents for publishing
• Project Processing - Restored data extraction in QA2 Waste Project

System Improvements

Page State Management:

• Navigation Responsiveness - Eliminated unresponsive pages when switching child data groups
• Identity Preservation - Fixed admin user persona switching when editing user details
• Modal Layering - Improved modal and overlay element display and interaction
• Studio Stability - Resolved page unresponsiveness when saving changes from Studio View

Upload & Processing:

• File Size Handling - Documents over 1 MB now upload successfully
• Error Handling - Improved error recovery and user feedback for unexpected exceptions

Kodexa Platform Release 2025.11 focuses on data accuracy improvements, workflow reliability enhancements, and user experience refinements. This release delivers enhanced currency field handling, improved form interactions, and system stability optimizations that ensure data integrity and operational efficiency.

This comprehensive update introduces enhanced currency and numeric field precision, improved line item management for smoother data entry, smart date field auto-completion, and workflow reliability improvements including automatic document assignment and better exception handling.

Improvements

Enhanced Data Accuracy

• Reliable currency handling with improved decimal precision
• Seamless numeric field interactions

Workflow Reliability

• Automatic document assignment
• Better exception handling
• Reduced false change warnings

Improved Forms and Interface

• Content visibility tooltips
• Consistent edit indicators
• Better override tracking

System Performance

• AI processing timeout protection
• Bulk operation improvements
• Faster Kiosk mode loading

Configuration Management

• Prevention of duplicate products
• Ability to delete assistants

Improved Line Item and Date Handling

• Multi-row addition support
• Smart date auto-completion

Enhanced User Experience

• Auto-assignment on document open
• Stable form layouts
• Proper notification display

We’re excited to announce the Early Access release of the KDX CLI - a modern, kubectl-style command-line interface for the Kodexa AI Platform.

What is KDX CLI?

KDX CLI brings powerful command-line management to the Kodexa platform, designed to feel instantly familiar to developers and DevOps engineers who work with Kubernetes and other modern cloud-native tools.

Key Features

• Dynamic Discovery automatically syncs with your platform’s OpenAPI specification, ensuring no deprecated commands as your platform evolves
• Profile Management seamlessly switch between environments with stored authentication profiles in ~/.kodexa/config.yaml
• Schema Validation catch configuration errors before they reach the API, saving time and reducing deployment failures
• GitOps Ready enable version-controlled infrastructure workflows across all your environments
• Flexible Output choose from interactive tables, JSON, or YAML formats to fit your workflow
• Extensible Plugins resource-specific operations like workspace execution and store reindexing

Who Should Use It?

KDX CLI is perfect for:

• Developers who prefer CLI workflows over web interfaces
• DevOps teams implementing GitOps practices
• Administrators managing multiple Kodexa environments
• Anyone scripting or automating Kodexa platform operations

Get Started

Visit our KDX CLI documentation to learn more and start using the CLI today.

We’re actively developing additional features and would love your feedback during this early access period. Let us know what workflows you’d like to see supported!

This release focuses on improving data accuracy, workflow reliability, and user experience across the Kodexa platform.

Data Accuracy Improvements

• Improved extraction accuracy for invoice line items and totals
• More reliable table structure recognition in complex documents
• Enhanced text recognition for low-quality scans and difficult documents

Workflow Reliability

• Better error recovery in document processing pipelines
• More reliable job scheduling and execution
• Enhanced monitoring with better visibility into workflow execution status

User Interface Updates

• Streamlined navigation with simplified access to key platform features
• Enhanced dashboard metrics and visualization of processing results
• Optimized UI for tablet and mobile devices

A major stability release with 36 bug fixes and significant performance improvements across the platform.

Performance Improvements

• Up to 95% faster processing for document processing pipelines
• Reduced memory footprint for large document batches
• Improved database query performance for knowledge retrieval

Bug Fixes & Stability

• 36 bug fixes addressing issues reported by customers across all platform components
• Better handling of edge cases in document processing
• More detailed diagnostic information and logging for troubleshooting

Platform Updates

• Updated core libraries to latest versions for security and performance
• Improved handling of high-volume document processing
• New metrics and dashboards for system health monitoring

Introducing Workflow Kiosk Mode, AI-enhanced processing capabilities, and major performance gains.

Workflow Kiosk Mode

• Streamlined UI designed for dedicated document processing stations
• Enhanced support for touchscreen devices with touch-optimized interface
• Role-based access with restricted access to specific workflow operations
• Fast document submission and real-time status tracking

AI-Enhanced Processing

• Better document type detection using advanced machine learning models
• More accurate field extraction with contextual understanding
• AI-powered validation of extracted data with smart suggestions
• Adaptive learning system that improves accuracy from user corrections

Performance Gains

• 30-50% faster processing across all document types
• Lower response times for API requests and operations
• More efficient document storage and retrieval mechanisms
• Improved handling of parallel processing jobs

Additional Features

• Updated authentication and authorization mechanisms for enhanced security
• New API endpoints for advanced workflow control and automation
• Comprehensive documentation and guides for all new features