{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_swifty","slug":"swifty","name":"Swifty","type":"agent","url":"https://www.swifty.so","page_url":"https://unfragile.ai/swifty","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_swifty__cap_0","uri":"capability://data.processing.analysis.natural.language.expense.report.generation.and.categorization","name":"natural-language expense report generation and categorization","description":"Converts unstructured natural language descriptions of business expenses (e.g., 'lunch with client at steakhouse, $45') into structured expense records with automatic category assignment, amount extraction, and merchant identification. Uses NLP entity recognition to parse dates, amounts, and merchant names from conversational input, then maps to predefined corporate expense categories (meals, transport, accommodation, etc.) without requiring manual form filling.","intents":["I want to log an expense by just describing it in chat instead of filling out a form","I need my expenses automatically categorized to match company policy without manual selection","I want to capture receipts and expense details in real-time while traveling without waiting to process them later"],"best_for":["Solo freelancers and small business owners who travel frequently","Remote teams with distributed expense reporting workflows","Employees who want to reduce time spent on administrative expense entry"],"limitations":["Accuracy of category assignment depends on clarity of natural language input; ambiguous descriptions may require manual correction","No OCR capability mentioned for receipt image processing — requires manual transcription or structured input","Limited to predefined expense categories; custom category mapping for enterprise policies unclear"],"requires":["Active Swifty account (free tier available)","Internet connectivity for chat interface","Access to chat interface (web or mobile app)"],"input_types":["text (natural language description)","structured data (if pre-formatted)"],"output_types":["structured expense record (amount, category, merchant, date)","expense report summary"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_1","uri":"capability://memory.knowledge.itinerary.coordination.and.real.time.travel.updates","name":"itinerary coordination and real-time travel updates","description":"Aggregates flight, hotel, and meeting information from multiple sources (email, calendar, booking confirmations) into a unified itinerary view accessible via chat. Monitors for schedule changes, delays, or conflicts and proactively alerts users through the chat interface. Uses calendar integration and email parsing to extract travel details and cross-reference with booking systems to detect discrepancies or overlaps.","intents":["I want a single source of truth for my entire trip without checking multiple apps and emails","I need to be alerted immediately if my flight is delayed or my hotel booking is cancelled","I want to see conflicts between my calendar meetings and travel times automatically flagged"],"best_for":["Frequent business travelers managing multiple trips per month","Teams coordinating group travel with shared itineraries","Executives with complex multi-city itineraries and back-to-back meetings"],"limitations":["Requires integration with email and calendar systems; coverage of all booking platforms (Expedia, Kayak, Airbnb, etc.) unclear","Real-time update latency depends on email polling frequency — may not catch instant changes from airline apps","No apparent support for manual itinerary adjustments or custom travel segments outside standard booking channels"],"requires":["Email account (Gmail, Outlook, etc.) connected to Swifty","Calendar integration enabled (Google Calendar, Outlook Calendar, etc.)","Booking confirmation emails from travel providers"],"input_types":["email (booking confirmations, itinerary updates)","calendar events","chat queries"],"output_types":["unified itinerary view (structured timeline)","alert notifications (text in chat)","conflict reports"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_2","uri":"capability://safety.moderation.policy.compliance.checking.and.flagging","name":"policy compliance checking and flagging","description":"Validates expenses and travel decisions against company-defined policies (e.g., maximum meal spend per day, approved hotel chains, airline preferences) by analyzing submitted expenses and itineraries in real-time. Stores policy rules as configuration and applies them during expense categorization and itinerary review, flagging violations with explanations and suggesting compliant alternatives.","intents":["I want to know if my expense violates company policy before I submit it for reimbursement","I need to ensure my hotel choice meets corporate standards without manually checking the approved list","I want automated warnings when I'm approaching daily or trip-level spending limits"],"best_for":["Small to mid-size companies with defined travel and expense policies","Finance teams wanting to reduce policy violation disputes and reimbursement delays","Compliance-focused organizations in regulated industries"],"limitations":["Policy configuration and management interface not described; unclear if non-technical users can define rules","No mention of multi-level approval workflows or exception handling for policy overrides","Scalability to complex enterprise policies with conditional rules (e.g., different limits by department or employee level) unknown"],"requires":["Company policies defined and configured in Swifty (admin setup required)","Expense or itinerary data submitted for validation","Access to policy configuration dashboard (admin role)"],"input_types":["expense records (amount, category, merchant)","itinerary details (hotel, airline, dates)","policy rules (structured configuration)"],"output_types":["compliance status (pass/fail)","violation alerts with explanations","suggested compliant alternatives"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_3","uri":"capability://memory.knowledge.multi.source.data.aggregation.and.context.management","name":"multi-source data aggregation and context management","description":"Maintains a persistent context window that aggregates data from multiple sources (email, calendar, previous chat history, expense records, itineraries) to provide coherent responses to travel and expense queries. Uses a context management layer to prioritize recent information, resolve conflicts between sources, and maintain state across multiple chat turns without requiring users to re-provide information.","intents":["I want to ask about my trip without repeating details I already shared in previous messages","I need Swifty to remember my preferences and past travel patterns to make better suggestions","I want to query across my entire travel history without manually searching multiple systems"],"best_for":["Frequent travelers who interact with Swifty across multiple trips and time periods","Users who value conversational continuity and context awareness","Teams sharing travel data where context persistence reduces information silos"],"limitations":["Context window size and retention period not specified; unclear if historical data persists beyond current session","No mention of conflict resolution strategy when sources provide contradictory information (e.g., email vs. calendar)","Privacy and data retention policies for aggregated personal travel data not detailed"],"requires":["Multiple data sources connected (email, calendar, booking systems)","Persistent user session or account","Sufficient storage for historical context and chat history"],"input_types":["chat messages","email data","calendar events","expense records","itinerary data"],"output_types":["contextual chat responses","aggregated data views","cross-source insights"],"categories":["memory-knowledge","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_4","uri":"capability://text.generation.language.conversational.travel.recommendations.and.suggestions","name":"conversational travel recommendations and suggestions","description":"Generates personalized travel recommendations (hotels, restaurants, transportation options) based on user preferences, past travel patterns, budget constraints, and policy compliance. Uses conversational context and historical data to suggest alternatives when initial choices violate policy or exceed budget, with explanations for why alternatives are recommended.","intents":["I want hotel recommendations that match my preferences and company policy without manually searching","I need restaurant suggestions near my meeting location that fit my budget and dietary restrictions","I want to know if there's a cheaper flight option that still gets me there on time"],"best_for":["Business travelers who value time savings and personalized recommendations","Users new to a city who want curated suggestions aligned with their preferences","Budget-conscious travelers who want to optimize spending within policy constraints"],"limitations":["Recommendation sources and data freshness not specified; unclear if using real-time pricing or cached data","No mention of integration with booking systems for direct booking from recommendations","Personalization based on limited data (new users may receive generic recommendations)"],"requires":["User preference data (collected through chat or profile setup)","Historical travel data (past bookings, preferences)","Access to recommendation data sources (hotel databases, restaurant reviews, flight pricing)"],"input_types":["user preferences (conversational or explicit)","budget constraints","location and date parameters","policy rules"],"output_types":["ranked recommendation list","explanation for each recommendation","price and policy compliance indicators"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_5","uri":"capability://data.processing.analysis.chat.based.expense.receipt.capture.and.storage","name":"chat-based expense receipt capture and storage","description":"Allows users to upload or reference receipt images within the chat interface, storing them as attachments linked to expense records. Provides a centralized receipt repository accessible through chat queries, enabling users to retrieve receipts for specific expenses without managing separate file systems or email folders.","intents":["I want to attach a receipt to my expense report without leaving the chat interface","I need to retrieve a receipt I submitted weeks ago without searching through my email","I want to ensure all my expenses have supporting documentation before submitting for reimbursement"],"best_for":["Users who want a unified interface for expense entry and receipt management","Finance teams that need to audit expense documentation","Organizations with strict receipt retention policies"],"limitations":["No OCR or automated receipt parsing mentioned; receipts appear to be stored as-is without data extraction","Storage limits, retention policies, and access controls for receipt data not specified","No mention of receipt validation or duplicate detection"],"requires":["Receipt image files (JPG, PNG, PDF formats assumed)","File upload capability in chat interface","Storage backend for receipt persistence"],"input_types":["image files (receipt photos)","PDF files (digital receipts)","chat references to expenses"],"output_types":["receipt attachment linked to expense","receipt retrieval results","receipt documentation status"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_6","uri":"capability://data.processing.analysis.travel.expense.summary.and.reporting","name":"travel expense summary and reporting","description":"Generates automated expense reports and summaries from aggregated expense records, with breakdowns by category, date, and trip. Produces reports in multiple formats (chat summary, downloadable PDF, email-ready format) suitable for reimbursement submission or budget analysis. Uses aggregated expense data to calculate totals, identify spending patterns, and flag anomalies.","intents":["I want a quick summary of how much I spent on my last trip by category","I need to generate a formal expense report for reimbursement submission","I want to see my spending trends across multiple trips to identify cost-saving opportunities"],"best_for":["Employees preparing expense reports for reimbursement","Finance teams analyzing travel spending patterns","Budget-conscious travelers tracking spending across trips"],"limitations":["Report customization options and template support not described","Integration with accounting systems (QuickBooks, NetSuite, etc.) for direct submission unclear","No mention of multi-currency handling or tax calculation features"],"requires":["Aggregated expense records from Swifty","Report format preference (chat, PDF, email)","Optional: accounting system integration credentials"],"input_types":["expense records (structured data)","date range or trip selection","report format preference"],"output_types":["text summary (in chat)","PDF report file","email-ready format","spending analysis and trends"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_swifty__cap_7","uri":"capability://automation.workflow.multi.user.team.travel.coordination","name":"multi-user team travel coordination","description":"Enables multiple team members to share itineraries, expenses, and travel information within a shared Swifty workspace, with role-based access controls (employee, manager, finance). Provides visibility into team travel schedules, aggregate spending, and policy compliance across the group. Uses shared context and data aggregation to coordinate group trips and identify overlapping travel.","intents":["I want to see where my team members are traveling and coordinate group meetings","I need to approve my team's expenses and ensure they comply with policy","I want to identify opportunities to consolidate team travel for better rates"],"best_for":["Small to mid-size teams with frequent collaborative travel","Managers overseeing team travel budgets and compliance","Finance teams processing multiple employee expense reports"],"limitations":["Role-based access control model and permission granularity not detailed","Approval workflow configuration and escalation paths unclear","Scalability to large enterprises with complex organizational hierarchies unknown"],"requires":["Multiple Swifty accounts within same workspace or organization","Role assignment (employee, manager, finance admin)","Shared workspace or team configuration"],"input_types":["individual user itineraries and expenses","role and permission assignments","team travel coordination requests"],"output_types":["shared team itinerary view","aggregate spending reports","approval queue and status","compliance dashboard"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Active Swifty account (free tier available)","Internet connectivity for chat interface","Access to chat interface (web or mobile app)","Email account (Gmail, Outlook, etc.) connected to Swifty","Calendar integration enabled (Google Calendar, Outlook Calendar, etc.)","Booking confirmation emails from travel providers","Company policies defined and configured in Swifty (admin setup required)","Expense or itinerary data submitted for validation","Access to policy configuration dashboard (admin role)","Multiple data sources connected (email, calendar, booking systems)"],"failure_modes":["Accuracy of category assignment depends on clarity of natural language input; ambiguous descriptions may require manual correction","No OCR capability mentioned for receipt image processing — requires manual transcription or structured input","Limited to predefined expense categories; custom category mapping for enterprise policies unclear","Requires integration with email and calendar systems; coverage of all booking platforms (Expedia, Kayak, Airbnb, etc.) unclear","Real-time update latency depends on email polling frequency — may not catch instant changes from airline apps","No apparent support for manual itinerary adjustments or custom travel segments outside standard booking channels","Policy configuration and management interface not described; unclear if non-technical users can define rules","No mention of multi-level approval workflows or exception handling for policy overrides","Scalability to complex enterprise policies with conditional rules (e.g., different limits by department or employee level) unknown","Context window size and retention period not specified; unclear if historical data persists beyond current session","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=swifty","compare_url":"https://unfragile.ai/compare?artifact=swifty"}},"signature":"V8E13x5AYvPTTT87aTt0nM4t14VwF9uV393rWgOoQcCrDy/V//UlUtWs5NfERnydK8mZ0H0R4X2F6puzIHFPCg==","signedAt":"2026-06-23T02:14:27.824Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/swifty","artifact":"https://unfragile.ai/swifty","verify":"https://unfragile.ai/api/v1/verify?slug=swifty","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"}}