GITNUXSOFTWARE ADVICE
Business FinanceTop 10 Best RPA Bot Software of 2026
Ranked top rpa bot software by automation features and governance, including ServiceNow RPA Hub, Appian RPA, and NICE RPA.
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%
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Laiye (laiye-1) is the strongest pick if you need governed desktop and web automation with structured inputs and clean exception routing, whereas NICE RPA (nice-rpa-7) fits better when you want contact-center and back-office bot automation under control-room style monitoring.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Laiye
Built-in exception routing inside the workflow so failed runs follow process-specific recovery paths.
Built for fits when teams need governed desktop and web automation with structured inputs and exception routing..
SAP Build Process Automation
Editor pickProcess-oriented orchestration and governance tied to SAP business context and execution lifecycle visibility.
Built for fits when enterprise teams need governed SAP-linked automation with operator oversight for exceptions..
Appian RPA
Editor pickBot steps execute under Appian workflow governance, so automation actions remain tied to cases and permissions.
Built for fits when regulated teams need bot orchestration inside Appian workflows with auditability..
Comparison Table
Laiye
enterpriseLaiye combines RPA, conversational automation, and intelligent document processing for enterprise operations.
Built-in exception routing inside the workflow so failed runs follow process-specific recovery paths.
Laiye’s core strength is end-to-end automation governance around bot runs. It provides a workflow authoring flow that compiles automations into reusable robot assets, then schedules and executes them through managed run controls. Exception handling is built into the execution model through branching outcomes, which helps teams separate transient failures from business rule failures.
A key tradeoff is that Laiye’s strongest value centers on UI automation patterns rather than purely API-first workflows. Teams that need deep, schema-level data modeling for every integration step may find the integration surface more workflow-centered than data-model-centered. Laiye fits operations groups automating repetitive form entry, report generation, and system-to-system screen-driven tasks where reruns and human-in-the-loop review matter.
- +Central run controls for scheduling and bot lifecycle management
- +Exception handling paths that route failures into distinct outcomes
- +Reusable bot assets that support consistent execution across processes
- +Integration-focused automation inputs for connecting business triggers
- –UI-first automation focus can limit pure API workflow coverage
- –Advanced governance requires disciplined environment and credential management
- –Complex exception routing needs careful workflow design up front
Shared services teams
Automate invoice data entry and validation
Lower rework and faster processing
Operations automation owners
Schedule report generation from legacy apps
More reliable reporting cycles
Show 1 more scenario
IT process engineering teams
Trigger bots from business events
Shorter time from event to action
Uses automation-trigger integration to pass inputs into bot runs for repeatable execution.
Best for: Fits when teams need governed desktop and web automation with structured inputs and exception routing.
SAP Build Process Automation
enterpriseSAP Build Process Automation combines workflows, rules, integrations, and RPA for SAP and non-SAP systems.
Process-oriented orchestration and governance tied to SAP business context and execution lifecycle visibility.
SAP Build Process Automation is best suited for enterprises standardizing how processes are modeled, executed, and monitored across business units. Workflow orchestration is grounded in SAP process assets, and execution management includes run lifecycle controls plus operator interfaces for attended scenarios. Governance is built around role-based access for design and runtime operations, and operational transparency is supported through run histories and audit-oriented logs.
A tradeoff is that desktop-style browser and UI automation may require additional bot tooling and careful environment setup when targets do not follow stable UI patterns. A common usage situation is automating exception-heavy workflows such as approvals, customer onboarding steps, and invoice follow-ups where human-in-the-loop review is required.
- +Tight SAP integration for orchestrating business steps with enterprise context
- +Governed design and execution roles reduce accidental access to bots and queues
- +Run management includes traceable execution histories for troubleshooting
- +Credential handling supports enterprise integrations for authenticated automation
- –UI-focused automation needs stable front-end selectors to avoid frequent repairs
- –Advanced orchestration patterns can require deeper platform configuration discipline
- –Non-SAP process coverage depends on connectors and adapter availability
Shared services operations
Automate invoice exception routing and review
Faster turnaround for exceptions
Order-to-cash teams
Orchestrate onboarding steps with approvals
Higher processing throughput
Show 2 more scenarios
IT automation governance
Standardize bot releases across departments
Lower operational risk
Role-based access and run traceability support controlled changes for multiple bot authors.
Customer support supervisors
Attended assistance for account updates
More consistent agent actions
Operator-driven runs execute guided steps and capture results for system updates.
Best for: Fits when enterprise teams need governed SAP-linked automation with operator oversight for exceptions.
Appian RPA
enterpriseAppian RPA combines desktop bots with low-code process orchestration and case management.
Bot steps execute under Appian workflow governance, so automation actions remain tied to cases and permissions.
Appian RPA fits teams that already standardize on Appian for case management and workflow orchestration, because bot execution can be wired into Appian-designed business processes rather than living as a separate automation product. Bot logic can be triggered from workflow states, can read and write case data, and can coordinate with external application APIs to move structured records. Governance controls cover who can author, run, and manage automations, and audit trails record automation actions for later investigation.
A key tradeoff is that Appian RPA centers on web and enterprise workflow automation patterns, so pure desktop automation with heavy GUI interaction may require additional components or a different automation approach. The strongest fit is unattended automation that follows business rules, exception handling paths, and system-of-record updates where auditability and workflow context matter.
- +Workflow-driven bot execution uses the same process context as Appian cases
- +Role-based access controls manage authoring, running, and administration boundaries
- +Audit logging ties bot activity to workflow steps for investigation
- +API integration supports structured exchange with external systems
- –Desktop GUI automation needs stronger coverage elsewhere than in web-first workflows
- –Governance and environment setup require disciplined configuration to avoid operational drift
- –Bot design still needs separation between workflow logic and low-level automation steps
- –Scaling bot throughput can require careful tuning of runner capacity
Operations teams in financial services
Automate onboarding document checks and routing
Faster approvals with traceable activity
Enterprise IT integration teams
Synchronize customer data across systems
Consistent records across apps
Show 2 more scenarios
Shared services operations leaders
Run unattended invoice processing workflows
Reduced manual handling
Bots trigger from workflow states, handle exceptions, and persist outputs for downstream reconciliation.
Compliance and audit teams
Investigate automation actions by user and case
Clear accountability during audits
Audit logs connect bot runs to workflow steps and permission boundaries for review.
Best for: Fits when regulated teams need bot orchestration inside Appian workflows with auditability.
Automation Anywhere
enterpriseAutomation Anywhere delivers cloud RPA with bot development, orchestration, analytics, and document automation.
Control room orchestration combined with bot execution runtime management for both attended and unattended runs.
Automation Anywhere is an RPA bot software suite built around an orchestration layer and a bot execution runtime for unattended and attended automation. Its core capabilities include workflow orchestration through a control room, desktop and bot development workflows, and integration with enterprise apps through connectors and APIs.
Governance features focus on managing bot lifecycle, access permissions, and operational visibility through audit-style reporting. Automation Anywhere also supports extensibility via custom components so teams can adapt automation to proprietary systems.
- +Control room centered orchestration with bot scheduling and centralized run management
- +Strong automation extensibility via custom components for proprietary integrations
- +Operational visibility through run status reporting and activity history
- +Enterprise integration options that support both attended and unattended workflows
- –Admin setup for permissions and runtime configuration requires structured governance
- –More engineering effort is needed for advanced exception handling patterns
- –Desktop workflow development can become complex across multiple app UI variations
- –Large bot libraries need careful reuse strategy to avoid workflow sprawl
Best for: Fits when mid-market and enterprise teams need centrally managed RPA orchestration with extensibility.
Microsoft Power Automate
enterprisePower Automate combines desktop RPA with cloud workflows across Microsoft 365, Azure, and business applications.
Tight pairing of cloud-managed flows with Desktop flow execution for end-to-end attended and unattended RPA.
Microsoft Power Automate primarily automates business workflows across cloud SaaS apps and on-prem systems using triggers, actions, and approval steps. It supports attended and automated execution via desktop flow runners plus managed cloud flows that integrate with Microsoft services and third-party connectors.
The automation surface includes a visual designer, a code-enabled action set, and an API for managing flow runs and assets. Built-in governance features cover environments, access control, and activity tracking for operational audits.
- +Connector breadth across Microsoft 365 and non-Microsoft SaaS events
- +Desktop flows handle Windows UI automation with browser and app automation actions
- +Cloud flows run scheduled and event-driven logic with retry behavior and error branches
- +Environment-level controls support separation between dev and production
- –Desktop automation typically needs Windows host capacity management
- –Governance features require deliberate setup to keep permissions and auditing consistent
Best for: Fits when organizations want workflow orchestration plus Windows UI automation under shared governance.
Blue Prism
enterpriseBlue Prism provides governed enterprise RPA for attended and unattended digital workers.
Control Room governance with deployment orchestration and operational monitoring across bot runners.
Blue Prism targets teams that need enterprise-grade RPA with strong operator governance and repeatable deployment patterns. It uses a visual process designer with a separation between process logic and runtime execution through its Control Room and bot runners.
Blue Prism emphasizes maintainability with business object concepts, reusable components, and robust error handling for queue-based processing. Integration typically centers on .NET-based development for extensibility plus connectors and API usage from external systems.
- +Control Room centralizes bot scheduling, deployments, and operational visibility
- +Business object patterns support reusable logic across related automation processes
- +Extensible development via .NET for custom connectors and advanced integrations
- +Exception handling controls and retry patterns reduce automation fragility in production
- –Visual design still requires disciplined object modeling to avoid brittle processes
- –Throughput bottlenecks can appear without careful queue and batch strategy design
- –Large-scale browser automation often needs additional engineering for stability
- –Admin overhead rises when multiple environments and bot groups require governance
Best for: Fits when enterprise teams need governed unattended and attended automation with centralized control and reusable process assets.
NICE RPA
vertical specialistNICE RPA automates back-office and contact-center tasks alongside workforce engagement products.
NICE’s automation governance and operational oversight layer built for enterprise control of bot execution.
NICE RPA brings enterprise-grade automation built around NICE’s own automation governance and control layer rather than a standalone bot builder. Desktop and attended automation are supported for tasks that need user-triggered execution and tighter operational oversight.
The automation workflow surface connects to enterprise systems through integration points and an API-driven administration model. Built-in monitoring and audit-oriented operations help teams manage bot execution across environments.
- +Enterprise governance controls for bot execution across environments
- +Operational monitoring supports audit-style oversight of bot runs
- +Integration-focused automation design for enterprise system connectivity
- +Attended automation workflows fit user-in-the-loop scenarios
- –Administration complexity increases with enterprise rollout scope
- –Desktop automation coverage can still require workflow rework per app UI change
Best for: Fits when large enterprises need attended desktop automation with governance, monitoring, and control-room style operations.
ServiceNow RPA Hub
enterpriseServiceNow RPA Hub connects desktop automation with ServiceNow workflows, applications, and operational data.
Bot run orchestration and lifecycle visibility through ServiceNow workflow tasks with operational context.
ServiceNow RPA Hub is built for tying robot execution into the ServiceNow workflow and Now Platform ecosystem. It focuses on orchestrating attended and unattended bot runs with centralized job controls, run scheduling, and integration hooks into ServiceNow records.
Automation is delivered through ServiceNow’s bot management capabilities that integrate with the platform’s workflow approvals and operational data. The result is a governance-friendly automation path where bot activity maps back to ServiceNow tasks and incidents for lifecycle tracking.
- +Execution governance ties bot runs to ServiceNow tasks and operational workflows
- +Centralized orchestration reduces coordination overhead across multiple automations
- +Strong API surface within the Now Platform for wiring bots into IT workflows
- +Clear separation of orchestration controls from robot runtime operations
- –RPA delivery depends on ServiceNow ecosystem patterns more than generic bot scripts
- –Advanced automation outcomes can require additional integration work for external apps
- –Desktop automation scenarios need extra design effort for UI-dependent workflows
- –Fine-grained RBAC and audit expectations can demand deliberate configuration
Best for: Fits when enterprises standardize automation on ServiceNow records and need centralized bot orchestration.
Rocketbot
SMBRocketbot provides visual RPA development and orchestration for desktop and web-based business processes.
Rocketbot’s visual builder maps screen interactions into reusable steps for browser and desktop runs under one workflow model.
Rocketbot automates repetitive desktop and web tasks by running bot workflows that interact with user interfaces. It focuses on screen-driven actions, form handling, and browser flows with a visual editor meant for building end-to-end automations.
Rocketbot also provides an execution layer for scheduling and running bots and an API-style integration path for connecting workflows to external systems. Governance is handled through bot management controls in the workspace, with logging and run visibility intended for operations teams managing unattended jobs.
- +Visual workflow authoring for desktop and browser automation without code
- +Execution scheduling and bot run management for unattended processing
- +Extensible automation connectors for invoking external systems from workflows
- +UI-centric actions support common enterprise applications and web pages
- –UI-driven automation can be brittle when layouts or selectors change
- –Advanced governance features like fine-grained RBAC are limited in practice
- –Thick workflows with many steps need careful maintenance to reduce failures
- –Large-scale throughput tuning depends on bot runner capacity planning
Best for: Fits when teams need UI-based desktop and web automation with frequent workflow iteration and moderate governance depth.
Tungsten RPA
enterpriseTungsten RPA automates desktop work with workflow, document, and transaction-processing capabilities.
Tungsten’s document-first workflow execution pairs automation steps with document understanding so extracted fields drive subsequent actions.
Tungsten RPA targets document-heavy back-office workflows with a bot layer that can combine automation with document understanding for downstream field extraction and validation. It supports attended and unattended runs by coordinating bots with a governed orchestration layer for task assignment and retry paths.
The automation surface emphasizes integration into enterprise systems and document repositories so bots can process inputs, read outputs, and record results for audit review. Governance is geared toward traceable executions and controlled credentials for accessing target applications.
- +Strong fit for workflows that mix automation with document understanding and extraction
- +Execution orchestration supports both attended and unattended automation patterns
- +Credential handling supports controlled access to target applications and systems
- +Traceable runs make it easier to map bot outputs back to source inputs
- –Less suited for pure high-volume UI automation with minimal document steps
- –Workflow setup takes more effort when bots must span multiple enterprise systems
- –Requires careful bot design to handle document variability and exception paths
- –Integration depth depends on available connectors and internal application access
Best for: Fits when process automation must read documents, extract fields, and drive system updates with traceable execution.
Conclusion
After evaluating 10 business finance, Laiye 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 rpa bot software
This guide compares Laiye, SAP Build Process Automation, Appian RPA, Automation Anywhere, and Microsoft Power Automate for bot execution, workflow orchestration, and governance. Laiye leads the ranking with built-in exception routing and centralized bot lifecycle controls.
Blue Prism, NICE RPA, ServiceNow RPA Hub, Rocketbot, and Tungsten RPA complete the comparison. The rankings weigh automation coverage, integration depth, execution oversight, access controls, and operational monitoring.
RPA Bot Software for Desktop Automation and Workflow Orchestration
RPA bot software creates and runs software bots that perform repeatable actions across desktop applications, browsers, enterprise systems, and workflow platforms. It can support attended runs initiated by employees, unattended runs scheduled by operators, and exception paths that send failed tasks for review.
Laiye combines desktop and web automation with centralized scheduling and process-specific exception routing. Tungsten RPA connects document understanding with extracted fields, allowing document workflows to trigger subsequent system updates.
RPA bot governance features that determine control, reliability, and auditability
Governed RPA bot software ties runtime behavior to who can author, run, and administer automations, plus what gets recorded when runs fail. These controls determine whether exception handling routes can be trusted and whether bot changes stay traceable across environments.
The highest-impact capabilities appear in orchestration surfaces, execution context coupling, and operational oversight for bot runs. Tools like Laiye and Appian RPA keep execution under workflow governance, while Control Room-focused products like Automation Anywhere and Blue Prism centralize runtime management.
Exception routing that keeps failures on the right process path
Laiye includes built-in exception routing inside the workflow so failed runs follow process-specific recovery paths. This reduces the gap between what the business expects for a failure and what the bot actually reports.
Workflow governance that binds bot actions to case context and permissions
Appian RPA executes bot steps under Appian workflow governance so automation actions remain tied to cases and permissions. This design centralizes run authorization boundaries using Appian role-based access controls.
Enterprise orchestration centered on a control room for attended and unattended
Automation Anywhere pairs a control room with bot execution runtime management for both attended and unattended runs. Blue Prism also centralizes bot scheduling, deployments, and operational visibility through its Control Room.
Integration depth tied to the enterprise system executing the process
SAP Build Process Automation focuses on process-oriented orchestration and governance tied to SAP business context and execution lifecycle visibility. ServiceNow RPA Hub ties bot run orchestration and lifecycle visibility to ServiceNow workflow tasks and operational context.
Microsoft-first coverage with cloud-managed flows and Desktop flow execution
Microsoft Power Automate pairs cloud-managed flows with Desktop flow execution for end-to-end attended and unattended RPA. It uses a broad connector library for event triggers in Microsoft 365 and non-Microsoft SaaS.
Desktop automation governance that spans environments with monitoring oversight
NICE RPA provides an enterprise governance and operational oversight layer for controlled bot execution across environments. It also supports audit-style monitoring of bot runs using enterprise governance controls.
Document-first execution where extracted fields drive downstream actions
Tungsten RPA pairs document understanding with workflow execution so extracted fields drive subsequent actions. It supports attended and unattended execution patterns, which helps when document steps are the gating factor in the workflow.
How to choose rpa bot software by orchestration model, governance scope, and failure control
The right platform depends on whether bot execution should live inside an application workflow engine or be orchestrated by a standalone control room. Different orchestration models change what governance controls exist, how exceptions are represented, and where operators get operational visibility.
Another deciding factor is how the automation authoring model handles UI brittleness and selector changes. Some tools emphasize workflow governance for structured cases, while others lean on visual screen mapping and require more disciplined maintenance of UI interactions.
Pick an orchestration surface that matches where the process owner already works
If operational teams execute work in Appian cases, Appian RPA keeps bot actions under Appian workflow governance with role boundaries for authoring and administration. If operations runs out of ServiceNow workflow tasks, ServiceNow RPA Hub ties bot lifecycle visibility and orchestration to those ServiceNow records.
Choose failure handling that routes to distinct outcomes, not generic alerts
If recovery paths must stay inside the same workflow logic, Laiye routes failed runs through process-specific exception handling paths. If the program requires centralized operational monitoring across runners, Automation Anywhere and Blue Prism can manage run oversight through Control Room orchestration.
Separate UI automation maintenance risk from workflow logic complexity
If the automation relies on stable web or desktop UI selectors, SAP Build Process Automation needs stable front-end selectors to avoid frequent repairs. If the automation is more about mapped screen interactions, Rocketbot’s visual workflow model still becomes brittle when layouts or selectors change.
Decide whether bot governance should align with workflow permissions or with runtime configuration
Appian RPA uses workflow-driven bot execution so automation actions remain tied to the same case and permissions model. Automation Anywhere and NICE RPA emphasize control-room style governance and runtime configuration, which requires structured admin setup to avoid operational drift.
Confirm document understanding is a first-class driver when documents gate the process
When workflows read documents and extracted fields must drive system updates, Tungsten RPA pairs document understanding with execution so extracted values become downstream inputs. If the primary work is structured orchestration in enterprise systems, SAP Build Process Automation and ServiceNow RPA Hub better align governance with business execution lifecycle visibility.
Who should buy rpa bot software with governance-first orchestration
Teams should buy when bot execution requires strict control over who can build, run, and administer automations, plus reliable operational oversight when runs fail. The strongest fit appears when exceptions must route to business-defined recovery steps and when run activities must tie back to workflow records.
Governance-first products also fit enterprises standardizing automation across multiple teams, because runtime orchestration and environment boundaries determine whether changes propagate safely.
Operations and automation teams standardizing on a central control room
Automation Anywhere and Blue Prism provide centralized scheduling, deployments, and operational monitoring through their control room orchestration. This fits teams managing both attended and unattended runs under one runtime management layer.
Regulated teams that must keep bot actions tied to workflow cases and permissions
Appian RPA executes bot steps under Appian workflow governance so actions remain tied to cases and permissions using role-based access controls. This supports auditability when authorization boundaries must match business workflow context.
Enterprises that already run service workflows in ServiceNow
ServiceNow RPA Hub orchestrates bot runs through ServiceNow workflow tasks and operational context. This fits enterprises that want centralized automation coordination aligned to ServiceNow records.
SAP-centric enterprises needing SAP-linked execution visibility
SAP Build Process Automation ties orchestration and governance to SAP business context and execution lifecycle visibility. This fits teams that want bot execution governed by SAP-linked process steps rather than generic bot scripts.
Document-driven processes needing extracted fields to drive downstream actions
Tungsten RPA pairs document understanding with workflow execution so extracted fields drive subsequent system updates. This fits processes where documents are the primary input and where traceable execution depends on extraction outputs.
Common mistakes when buying rpa bot software
Mistakes happen when governance depth is evaluated as a marketing claim rather than as concrete run control behavior. Another frequent error is underestimating UI change impact on UI-first automation, which can force repeated workflow repairs and exception noise.
Buyers also misjudge platform fit when they choose tools without matching the process owner’s workflow environment or when they fail to plan how exceptions should be routed to operational teams.
Assuming all platforms handle failure the same way
Laiye routes failed runs through process-specific exception handling paths, while Rocketbot primarily relies on UI workflow execution patterns. A platform that only logs failures without routing recovery can increase manual rework.
Choosing UI-based automation without budgeting for selector and layout maintenance
Rocketbot visual workflows become brittle when layouts or selectors change, and SAP Build Process Automation needs stable front-end selectors to avoid repairs. UI maintenance costs should be treated as a governance requirement, not an engineering afterthought.
Ignoring the governance model boundary between workflow permissions and runtime configuration
Appian RPA ties bot actions to Appian workflow cases and permissions, while NICE RPA and Automation Anywhere depend on structured admin setup for permissions and runtime configuration. Mixing these models without a governance plan increases the chance of operational drift.
Selecting a platform that does not match where orchestration records must live
ServiceNow RPA Hub ties bot run orchestration to ServiceNow workflow tasks, and SAP Build Process Automation ties orchestration to SAP business context. If the required operational record is elsewhere, integration work can dominate the delivery timeline.
Forgetting that document understanding requirements change tool fit
Tungsten RPA is designed to pair document understanding with execution where extracted fields drive actions. For high-volume UI automation with minimal document steps, that document-first design can add setup overhead.
How We Selected and Ranked These Tools
We evaluated Laiye, SAP Build Process Automation, Appian RPA, Automation Anywhere, Microsoft Power Automate, Blue Prism, NICE RPA, ServiceNow RPA Hub, Rocketbot, and Tungsten RPA across features, ease of execution, and value. Features carry 40% weight because governance-relevant execution behavior like exception routing and control-room oversight impacts day-to-day operations.
Ease and value each carry 30% weight because permission boundaries, environment setup discipline, and UI maintenance effort affect operational stability. Laiye ranked highest because its workflow-integrated exception routing and centralized bot lifecycle controls directly support governed recovery paths across bot runs.
Frequently Asked Questions About rpa bot software
How does Laiye handle exception routing compared with Blue Prism and Appian RPA?
Which platform provides the deepest API-driven integration surface for bot inputs and outputs?
How do NICE RPA and ServiceNow RPA Hub differ in where orchestration and lifecycle visibility live?
When should SAP Build Process Automation be chosen for attended or unattended automation over general RPA suites?
What breaks if role-based access and audit logs do not map to bot execution in Appian RPA and Automation Anywhere?
Which tool provides the strongest document-first pipeline for extraction and validation across attended and unattended runs?
How does Microsoft Power Automate connect cloud workflow execution to Windows UI automation under shared governance?
When is Blue Prism’s separation of process logic and runtime execution preferable to Rocketbot’s screen-interaction mapping?
Where does ServiceNow RPA Hub fall short compared with platforms that centralize orchestration outside the service workflow system?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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