{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-marblism","slug":"marblism","name":"Marblism","type":"product","url":"https://marblism.com","page_url":"https://unfragile.ai/marblism","categories":["app-builders"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-marblism__cap_0","uri":"capability://automation.workflow.automated.task.delegation","name":"automated task delegation","description":"Marblism utilizes AI-driven agents to automatically delegate tasks based on employee skill sets and availability. It employs a machine learning model that analyzes past performance and current workload to optimize task assignments, ensuring that the right tasks are assigned to the right employees at the right time. This capability is distinct because it integrates real-time data analytics to continuously improve delegation efficiency.","intents":["How can I automate task assignments in my team?","I need to optimize workload distribution among my employees.","Can I use AI to manage project tasks more effectively?"],"best_for":["project managers looking to streamline team operations"],"limitations":["Requires continuous input of employee performance data for optimal results","May not adapt well to sudden changes in team structure"],"requires":["API access to employee management systems","Real-time data feeds"],"input_types":["text","structured data"],"output_types":["task assignments","status reports"],"categories":["automation-workflow","team-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-marblism__cap_1","uri":"capability://automation.workflow.intelligent.employee.onboarding","name":"intelligent employee onboarding","description":"Marblism automates the onboarding process for new employees by utilizing AI to tailor training programs based on individual learning styles and job requirements. It employs natural language processing to analyze new hires' backgrounds and preferences, generating personalized training schedules and resources. This approach ensures a smoother transition for new employees into their roles.","intents":["How can I personalize the onboarding experience for new hires?","What tools can help automate employee training?","Can AI assist in creating customized onboarding plans?"],"best_for":["HR professionals seeking to enhance onboarding efficiency"],"limitations":["Requires comprehensive data on job roles and training materials","May not cover all unique company policies"],"requires":["Access to training content databases","Employee profiles with background information"],"input_types":["text","structured data"],"output_types":["training schedules","resource lists"],"categories":["automation-workflow","hr-tech"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-marblism__cap_2","uri":"capability://data.processing.analysis.performance.analytics.and.reporting","name":"performance analytics and reporting","description":"Marblism provides comprehensive analytics on employee performance by aggregating data from various sources such as project management tools and communication platforms. It employs data visualization techniques to present insights in an easily digestible format, enabling managers to identify trends and areas for improvement. This capability stands out due to its integration with multiple tools to provide a holistic view of performance.","intents":["How can I track employee performance effectively?","What analytics tools can help me visualize team productivity?","Can I get reports on team performance trends over time?"],"best_for":["team leaders looking for actionable insights on performance"],"limitations":["Dependent on the quality and completeness of input data","May require manual adjustments for accuracy"],"requires":["Integrations with existing project management and communication tools","Data access permissions"],"input_types":["structured data","text"],"output_types":["performance reports","visual analytics dashboards"],"categories":["data-processing-analysis","business-intelligence"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-marblism__cap_3","uri":"capability://data.processing.analysis.ai.driven.employee.feedback.collection","name":"ai-driven employee feedback collection","description":"Marblism automates the process of collecting and analyzing employee feedback using sentiment analysis and natural language processing. It creates surveys tailored to specific teams or projects and analyzes responses to provide actionable insights. This capability is unique as it not only collects feedback but also interprets the sentiment behind the responses, offering a deeper understanding of employee morale.","intents":["How can I gather employee feedback efficiently?","What tools can help analyze team sentiment?","Can AI assist in interpreting employee surveys?"],"best_for":["HR teams focused on improving workplace culture"],"limitations":["Requires a sufficient volume of responses for accurate sentiment analysis","May not capture nuanced feedback without open-ended questions"],"requires":["Access to survey distribution tools","Employee consent for feedback collection"],"input_types":["text","structured data"],"output_types":["feedback reports","sentiment analysis summaries"],"categories":["data-processing-analysis","employee-engagement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-marblism__cap_4","uri":"capability://automation.workflow.virtual.assistant.for.scheduling","name":"virtual assistant for scheduling","description":"Marblism features a virtual assistant that automates meeting scheduling by integrating with calendars and understanding user preferences. It uses AI to suggest optimal meeting times based on participants' availability and preferences, minimizing scheduling conflicts. This capability is distinct because it learns from user interactions to improve its suggestions over time.","intents":["How can I automate meeting scheduling?","What tools can help find optimal meeting times for my team?","Can AI assist in managing my calendar efficiently?"],"best_for":["busy professionals needing to streamline their scheduling"],"limitations":["Requires access to all participants' calendars","May struggle with complex scheduling scenarios involving multiple time zones"],"requires":["Calendar access permissions","Integration with calendar services like Google Calendar or Outlook"],"input_types":["text","calendar data"],"output_types":["scheduled meetings","calendar updates"],"categories":["automation-workflow","productivity-tools"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":21,"verified":false,"data_access_risk":"high","permissions":["API access to employee management systems","Real-time data feeds","Access to training content databases","Employee profiles with background information","Integrations with existing project management and communication tools","Data access permissions","Access to survey distribution tools","Employee consent for feedback collection","Calendar access permissions","Integration with calendar services like Google Calendar or Outlook"],"failure_modes":["Requires continuous input of employee performance data for optimal results","May not adapt well to sudden changes in team structure","Requires comprehensive data on job roles and training materials","May not cover all unique company policies","Dependent on the quality and completeness of input data","May require manual adjustments for accuracy","Requires a sufficient volume of responses for accurate sentiment analysis","May not capture nuanced feedback without open-ended questions","Requires access to all participants' calendars","May struggle with complex scheduling scenarios involving multiple time zones","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.2,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:23.056Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=marblism","compare_url":"https://unfragile.ai/compare?artifact=marblism"}},"signature":"aeorOHMJk8PJT4bTUyf39VPVhVPTETuRmYvc2Wn/QKSy6I5+8BuagNIz4CvsiUDcfPO83aJs6V+aFTJPjgLcCQ==","signedAt":"2026-06-22T10:31:26.527Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/marblism","artifact":"https://unfragile.ai/marblism","verify":"https://unfragile.ai/api/v1/verify?slug=marblism","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}