{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_fibery-ai","slug":"fibery-ai","name":"Fibery Ai","type":"product","url":"https://fibery.io","page_url":"https://unfragile.ai/fibery-ai","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_fibery-ai__cap_0","uri":"capability://productivity.flexible.database.modeling","name":"flexible-database-modeling","description":"Create and customize interconnected database structures with relational fields, allowing teams to model complex business processes without rigid templates. Supports multiple data types, custom fields, and relationship mapping between entities.","intents":["I need to model how our product roadmap, customer feedback, and engineering tasks all connect","We want to track dependencies across departments without forcing everything into a linear project view","I need to create a custom CRM structure that matches our specific sales process"],"best_for":["cross-functional teams with interconnected workflows","organizations with non-standard business processes","teams managing complex multi-entity relationships"],"limitations":["Requires significant upfront setup and configuration","Steeper learning curve than template-based tools","Performance may degrade with very large datasets"],"requires":["time investment for initial data architecture design","understanding of relational database concepts","team buy-in on standardized data structure"],"input_types":["structured data","field definitions","relationship mappings"],"output_types":["custom database schema","relational data views","interconnected records"],"categories":["productivity","data-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_1","uri":"capability://productivity.real.time.collaborative.editing","name":"real-time-collaborative-editing","description":"Enable simultaneous editing of structured data and documents by multiple team members with live synchronization. Provides presence indicators and concurrent editing without conflicts.","intents":["I want my team to update project status at the same time without overwriting each other's changes","We need to co-author documents and database records in real-time","I need to see who's working on what right now"],"best_for":["distributed teams","fast-moving projects requiring frequent updates","teams with high collaboration needs"],"limitations":["Requires stable internet connection","May have latency on very large documents","Conflict resolution depends on user discipline"],"requires":["active internet connection","team members with Fibery accounts","appropriate permission levels"],"input_types":["text","structured data","document content"],"output_types":["synchronized records","live-updated documents","presence indicators"],"categories":["productivity","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_10","uri":"capability://productivity.reporting.and.analytics","name":"reporting-and-analytics","description":"Generate reports and analytics from structured data, including custom dashboards, metrics tracking, and data aggregation. Support filtering, grouping, and visualization of key metrics.","intents":["I need to show executives a dashboard of our project status and team velocity","Track key metrics like customer acquisition cost across different campaigns","Generate weekly reports on team productivity and task completion rates"],"best_for":["teams needing visibility into project metrics","organizations with reporting requirements","leadership wanting data-driven insights"],"limitations":["Report customization requires configuration","Real-time reporting may have slight delays","Complex calculations may require custom formulas"],"requires":["structured data with appropriate metrics","understanding of what metrics matter","time to design meaningful reports"],"input_types":["structured database records","metric definitions","filter criteria"],"output_types":["custom reports","dashboards","metric visualizations","data exports"],"categories":["productivity","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_11","uri":"capability://productivity.bulk.data.operations","name":"bulk-data-operations","description":"Perform batch operations on multiple records simultaneously, including bulk updates, imports, exports, and transformations. Support CSV imports and data migrations.","intents":["I need to import 1000 customer records from our old system into Fibery","Update the status of all overdue tasks at once instead of one by one","Export all project data to share with stakeholders in a spreadsheet"],"best_for":["teams migrating from other systems","organizations with large datasets","workflows requiring frequent bulk updates"],"limitations":["Bulk operations may take time with very large datasets","Data mapping for imports requires careful configuration","Undo capability may be limited for bulk operations"],"requires":["properly formatted source data","understanding of data mapping","appropriate permissions for bulk operations"],"input_types":["CSV files","bulk update rules","data mappings"],"output_types":["imported records","updated records","exported data files"],"categories":["productivity","data-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_12","uri":"capability://productivity.custom.field.and.formula.creation","name":"custom-field-and-formula-creation","description":"Create custom fields with various data types and define formulas that automatically calculate values based on other fields. Support rollups, lookups, and complex calculations.","intents":["I want a field that automatically calculates project completion percentage based on task status","Create a field that shows the total budget spent across all related expenses","Set up a formula that generates a unique ID for each new record"],"best_for":["teams needing calculated metrics","organizations with complex data relationships","workflows requiring automated value derivation"],"limitations":["Complex formulas may be difficult to create without technical knowledge","Formula performance may degrade with very large datasets","Limited formula language compared to specialized tools"],"requires":["understanding of formula syntax","knowledge of available field types","clear definition of calculation logic"],"input_types":["field definitions","formula expressions","source field references"],"output_types":["calculated field values","aggregated data","derived metrics"],"categories":["productivity","data-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_2","uri":"capability://productivity.workflow.automation.builder","name":"workflow-automation-builder","description":"Create automated workflows that trigger actions based on conditions, reducing manual handoffs between tools and tasks. Supports multi-step automation, conditional logic, and integration with external services.","intents":["When a task is marked complete, automatically notify the next team and update downstream systems","I want to eliminate manual data entry between our CRM and project management tool","Set up automatic status updates based on time or specific conditions"],"best_for":["teams with repetitive manual processes","organizations using multiple tools that need to sync","workflows with clear trigger-action patterns"],"limitations":["AI automation suggestions lack sophistication compared to native ChatGPT/Claude","Complex conditional logic may require technical knowledge","Limited pre-built templates compared to competitors"],"requires":["understanding of workflow logic","integration credentials for external tools","clear definition of automation rules"],"input_types":["trigger conditions","field values","external API data"],"output_types":["automated actions","status updates","external system changes"],"categories":["productivity","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_3","uri":"capability://productivity.audit.trail.tracking","name":"audit-trail-tracking","description":"Maintain comprehensive records of all changes made to data and documents, including who changed what and when. Provides compliance-ready documentation for regulated industries.","intents":["We need to prove who made changes to sensitive data for compliance audits","I want to track the history of decisions and changes to understand how we got here","Our industry requires detailed change logs for regulatory purposes"],"best_for":["regulated industries (healthcare, finance, legal)","teams with compliance requirements","organizations managing sensitive information"],"limitations":["Audit logs may consume storage for large teams","Granularity of tracking depends on configuration","Cannot retroactively enable for historical data"],"requires":["appropriate permission levels to view audit logs","understanding of compliance requirements","regular review processes"],"input_types":["data changes","document edits","user actions"],"output_types":["audit logs","change history","compliance reports"],"categories":["productivity","compliance","security"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_4","uri":"capability://productivity.ai.task.assistance","name":"ai-task-assistance","description":"Receive AI-powered suggestions and assistance for task management, including task generation, prioritization recommendations, and workflow optimization hints. Integrates AI capabilities into task-related workflows.","intents":["I want AI to suggest what tasks I should focus on today","Can AI help break down this large project into smaller tasks?","I need help identifying bottlenecks in our workflow"],"best_for":["teams wanting AI assistance without leaving the platform","projects with complex task hierarchies","teams exploring AI-assisted productivity"],"limitations":["AI features feel underdeveloped compared to competitors","Lacks sophistication of native ChatGPT or Claude integrations","May require manual refinement of AI suggestions","Limited customization of AI behavior"],"requires":["AI features enabled on paid plan","sufficient task/project data for meaningful suggestions","user review and validation of AI output"],"input_types":["task descriptions","project context","team data"],"output_types":["task suggestions","prioritization recommendations","workflow insights"],"categories":["productivity","ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_5","uri":"capability://productivity.multi.view.data.visualization","name":"multi-view-data-visualization","description":"Display the same database records in multiple formats including tables, kanban boards, calendars, galleries, and custom views. Switch between views without changing underlying data.","intents":["I want to see our product roadmap as both a timeline and a kanban board","Show me customer data in a table for analysis but as a gallery for presentations","I need different teams to see the same data in formats that work for their workflow"],"best_for":["teams with diverse working styles","projects requiring multiple perspectives on same data","organizations with different department needs"],"limitations":["Performance may degrade with very large datasets across multiple views","Custom view creation requires some configuration","Some view types may not suit all data structures"],"requires":["structured database with appropriate fields","understanding of which views suit different use cases","sufficient data to populate views meaningfully"],"input_types":["structured database records","field definitions","view configuration"],"output_types":["table views","kanban boards","calendar views","gallery views","custom visualizations"],"categories":["productivity","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_6","uri":"capability://productivity.cross.tool.integration","name":"cross-tool-integration","description":"Connect Fibery with external tools and services to sync data, trigger actions, and eliminate manual data transfer between systems. Supports webhooks, API integrations, and pre-built connectors.","intents":["I want our Slack notifications to automatically create tasks in Fibery","Sync customer data from our CRM into Fibery without manual copying","When we update Fibery, automatically push changes to our other tools"],"best_for":["teams using multiple tools in their stack","organizations wanting to reduce tool switching","workflows requiring data synchronization across platforms"],"limitations":["Integration setup requires technical knowledge","Some tools may have limited or no pre-built connectors","Real-time sync may have latency depending on integration type","Requires API access and credentials for external tools"],"requires":["integration credentials for external tools","understanding of API concepts","technical setup capability or support","appropriate plan tier for integrations"],"input_types":["API credentials","webhook configurations","data mapping rules"],"output_types":["synced data","triggered actions","cross-tool updates"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_7","uri":"capability://productivity.knowledge.base.creation","name":"knowledge-base-creation","description":"Build and organize a centralized knowledge repository combining structured data with rich documents, wikis, and documentation. Support hierarchical organization and cross-linking of information.","intents":["I want a single source of truth for our product documentation and processes","We need to organize institutional knowledge so new team members can find answers","Create a wiki that links to our actual project data and tasks"],"best_for":["teams with significant documentation needs","organizations wanting to reduce knowledge silos","companies with onboarding and training requirements"],"limitations":["Requires discipline to keep documentation updated","Search functionality depends on proper tagging and organization","Large knowledge bases may become unwieldy without clear structure"],"requires":["time investment to create and organize content","team commitment to maintaining documentation","clear information architecture planning"],"input_types":["documents","structured data","rich text","media files"],"output_types":["organized knowledge base","searchable documentation","linked information"],"categories":["productivity","knowledge-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_8","uri":"capability://productivity.permission.and.access.control","name":"permission-and-access-control","description":"Define granular access permissions at database, record, and field levels, controlling who can view, edit, or delete specific information. Support role-based access control and sharing rules.","intents":["I need to hide salary information from most employees but show it to HR","Different departments should only see their own project data","Control who can edit critical records while allowing others to view them"],"best_for":["organizations with sensitive information","teams with complex permission requirements","regulated industries requiring access control"],"limitations":["Complex permission structures can be difficult to manage","Permission changes may require administrative oversight","Overly granular permissions can impact performance"],"requires":["clear definition of access requirements","administrative capability to configure permissions","understanding of role-based access patterns"],"input_types":["user roles","permission rules","data classifications"],"output_types":["access control lists","permission assignments","visibility rules"],"categories":["productivity","security"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fibery-ai__cap_9","uri":"capability://productivity.template.and.form.creation","name":"template-and-form-creation","description":"Design custom forms and templates for data entry that guide users through structured input, validate data, and enforce consistency. Support conditional fields and pre-populated values.","intents":["I want to standardize how we collect customer information across the team","Create a form that only shows relevant fields based on what the user selects","Ensure all project proposals follow the same structure and include required information"],"best_for":["teams with standardized data collection needs","organizations wanting to improve data quality","workflows requiring consistent information capture"],"limitations":["Form design requires some configuration effort","Complex conditional logic may be difficult to set up","Limited pre-built templates compared to specialized form tools"],"requires":["understanding of required data fields","time to design and test forms","user training on form usage"],"input_types":["field definitions","validation rules","conditional logic"],"output_types":["custom forms","validated data entries","structured records"],"categories":["productivity","data-management"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["time investment for initial data architecture design","understanding of relational database concepts","team buy-in on standardized data structure","active internet connection","team members with Fibery accounts","appropriate permission levels","structured data with appropriate metrics","understanding of what metrics matter","time to design meaningful reports","properly formatted source data"],"failure_modes":["Requires significant upfront setup and configuration","Steeper learning curve than template-based tools","Performance may degrade with very large datasets","Requires stable internet connection","May have latency on very large documents","Conflict resolution depends on user discipline","Report customization requires configuration","Real-time reporting may have slight delays","Complex calculations may require custom formulas","Bulk operations may take time with very large datasets","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"ecosystem":0.2,"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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.548Z","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=fibery-ai","compare_url":"https://unfragile.ai/compare?artifact=fibery-ai"}},"signature":"r1sqY56Bry+qCutvQXP/0Yc7kr/QvXX+XCNn2z6aPlQCeiZf3Iw/QkZx6ZA08/nz3yL/ojfybCsZqWlnNIquBw==","signedAt":"2026-06-22T05:33:56.156Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/fibery-ai","artifact":"https://unfragile.ai/fibery-ai","verify":"https://unfragile.ai/api/v1/verify?slug=fibery-ai","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"}}