{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_jarvis-ai","slug":"jarvis-ai","name":"Jarvis AI","type":"product","url":"https://jarvis.tel","page_url":"https://unfragile.ai/jarvis-ai","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_jarvis-ai__cap_0","uri":"capability://text.generation.language.sms.native.faq.chatbot.conversation.handling","name":"sms-native faq chatbot conversation handling","description":"Processes incoming SMS messages and routes them to a pre-built FAQ knowledge base, using intent matching or keyword extraction to identify relevant answers and respond via text messaging. The system maintains conversation state across multiple SMS exchanges, allowing multi-turn interactions without requiring users to install apps or visit web interfaces. Built specifically for the SMS protocol constraints (160-character segments, latency tolerance, no rich media by default).","intents":["I want to automatically answer common customer questions via text without building custom infrastructure","I need to reduce support team workload by handling repetitive FAQ inquiries at scale","I want customers to get instant answers without waiting for email or phone support"],"best_for":["Small service businesses (plumbers, salons, repair shops) with high FAQ volume","Support teams managing 50-500 monthly customer inquiries","Startups testing customer support automation before investing in enterprise platforms"],"limitations":["SMS character limits (160 chars per segment) may truncate complex answers; requires answer pre-formatting","No rich media support (images, buttons, links) — responses limited to plain text","Conversation context limited to current session; no persistent multi-day conversation history across SMS threads","Intent matching accuracy depends on FAQ quality and keyword coverage; ambiguous queries may return irrelevant answers"],"requires":["Active SMS gateway integration (Twilio, AWS SNS, or native provider)","Phone number provisioned for inbound SMS","FAQ knowledge base with 10+ pre-written Q&A pairs","Business account with Jarvis AI (freemium tier available)"],"input_types":["plain text SMS messages","unstructured natural language queries"],"output_types":["plain text SMS responses","multi-segment SMS chains for longer answers"],"categories":["text-generation-language","customer-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_1","uri":"capability://memory.knowledge.faq.knowledge.base.ingestion.and.indexing","name":"faq knowledge base ingestion and indexing","description":"Accepts FAQ content (likely via web UI, CSV, or API) and builds an indexed knowledge base that enables fast retrieval during conversation. The system likely uses keyword extraction, semantic similarity, or simple pattern matching to map incoming queries to stored Q&A pairs. Indexing strategy determines response latency and accuracy — simple keyword matching is fast but brittle, while semantic embeddings are more robust but require embedding model inference.","intents":["I want to upload my existing FAQ document and have it automatically indexed for chatbot responses","I need to add, edit, or remove FAQ entries without redeploying the chatbot","I want the chatbot to understand variations of the same question (e.g., 'hours' vs 'when are you open')"],"best_for":["Businesses with 10-500 FAQ entries","Teams without technical expertise to manage databases","Support teams that update FAQs frequently (weekly or monthly)"],"limitations":["Unknown indexing method — likely keyword-based, which fails on synonyms and paraphrasing","No versioning or rollback for FAQ changes; edits are immediate and irreversible","Capacity limits unknown — may struggle with 1000+ Q&A pairs or very long answers","No multi-language support mentioned; indexing likely English-only"],"requires":["FAQ content in structured format (Q&A pairs, ideally CSV or JSON)","Web dashboard access to Jarvis AI platform","Minimum 5-10 Q&A pairs to be useful"],"input_types":["CSV files with question/answer columns","manual text entry via web form","possibly JSON or API payload (unconfirmed)"],"output_types":["indexed knowledge base (internal representation)","retrieval scores or confidence metrics (if exposed)"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_2","uri":"capability://planning.reasoning.intent.matching.and.query.to.answer.routing","name":"intent matching and query-to-answer routing","description":"Maps incoming SMS queries to the most relevant FAQ answer by comparing the user's message against indexed Q&A pairs using a matching algorithm (keyword overlap, fuzzy matching, or semantic similarity). The system returns the best-match answer or escalates to a human agent if confidence is below a threshold. Routing logic determines whether users get helpful answers or frustrating mismatches.","intents":["I want the chatbot to understand when a customer is asking about business hours, even if they phrase it differently","I need the chatbot to recognize when it doesn't know the answer and escalate to a human","I want to see which FAQ entries are being matched most often to optimize my knowledge base"],"best_for":["Businesses with well-defined, non-overlapping FAQs (e.g., 'hours', 'pricing', 'returns')","Support teams with low tolerance for chatbot errors (escalation to human is acceptable)","Use cases where answer accuracy matters more than coverage"],"limitations":["Matching algorithm unknown — likely keyword-based, which struggles with synonyms ('open' vs. 'hours')","No confidence scoring visible to users; unclear how low-confidence matches are handled","Escalation logic unknown — may not have human handoff or may require manual configuration","No A/B testing or performance metrics exposed; hard to optimize routing without data"],"requires":["FAQ knowledge base with distinct, non-overlapping questions","Clear answer text for each FAQ entry","Optional: human agent availability for escalation"],"input_types":["plain text SMS query"],"output_types":["matched FAQ answer (text)","confidence score (if exposed)","escalation signal to human agent"],"categories":["planning-reasoning","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_3","uri":"capability://memory.knowledge.multi.turn.conversation.state.management","name":"multi-turn conversation state management","description":"Maintains conversation context across multiple SMS exchanges, tracking user identity, previous messages, and conversation history within a session. The system uses phone number or session ID to link incoming SMS to prior exchanges, enabling follow-up questions and context-aware responses. State is likely stored in a session store (Redis, database) with TTL-based expiration to clean up old conversations.","intents":["I want the chatbot to remember what the customer asked in the previous message and provide follow-up answers","I need to track which customer is texting so I can personalize responses or escalate to the right agent","I want conversations to expire after a period of inactivity so the chatbot doesn't confuse old and new inquiries"],"best_for":["Support scenarios requiring 2-3 turn interactions (e.g., 'What are your hours?' → 'Are you open on Sundays?')","Businesses that need to identify repeat customers","Teams that want to escalate conversations to agents with full context"],"limitations":["Session persistence unknown — unclear if conversations survive platform restarts or are lost","No multi-day conversation history; sessions likely expire after hours or days","Phone number is the only identifier; no account linking or CRM integration mentioned","No conversation export or audit trail for compliance (GDPR, HIPAA)"],"requires":["SMS gateway that preserves phone number in inbound messages","Session storage backend (managed by Jarvis AI, details unknown)","Conversation TTL configuration (if exposed)"],"input_types":["inbound SMS with phone number","conversation history (internal)"],"output_types":["context-aware response","session metadata (if exposed)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_4","uri":"capability://tool.use.integration.sms.gateway.integration.and.message.routing","name":"sms gateway integration and message routing","description":"Abstracts the underlying SMS provider (Twilio, AWS SNS, or native carrier integration) and routes inbound/outbound messages through a unified API. The system handles phone number provisioning, message queuing, delivery confirmation, and retry logic for failed sends. Integration likely uses webhooks for inbound messages and polling or callbacks for delivery status.","intents":["I want to use Jarvis AI without managing my own SMS infrastructure or Twilio account","I need reliable message delivery with automatic retries if SMS fails","I want to see delivery status and bounce rates for my SMS campaigns"],"best_for":["Businesses without SMS infrastructure or Twilio expertise","Teams that want managed SMS without operational overhead","Use cases where SMS reliability is critical (appointment reminders, urgent support)"],"limitations":["SMS provider unknown — unclear if Jarvis AI uses Twilio, AWS, or proprietary carrier relationships","Delivery guarantees unknown — SMS is inherently unreliable; no SLA mentioned","No international SMS support confirmed; may be US-only","Message costs unknown — pricing model for SMS sends not disclosed","No webhook customization or advanced routing rules mentioned"],"requires":["Active Jarvis AI account with SMS tier enabled","Phone number provisioned (likely handled by Jarvis AI)","SMS gateway credentials or API key (if bring-your-own-provider)"],"input_types":["outbound SMS message (text)","inbound SMS webhook payload"],"output_types":["delivery confirmation","bounce/failure notification","message log"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_5","uri":"capability://automation.workflow.freemium.tier.with.usage.based.scaling","name":"freemium tier with usage-based scaling","description":"Offers a free tier with limited monthly SMS volume (exact limits unknown) and paid tiers that scale with message volume or conversation count. Pricing model likely uses pay-as-you-go or tiered buckets (e.g., $10/month for 100 conversations, $50/month for 1000). Free tier allows testing without credit card, lowering adoption friction for small businesses.","intents":["I want to test Jarvis AI with my FAQ before committing to a paid plan","I need transparent pricing that scales with my support volume, not fixed enterprise contracts","I want to start small and upgrade as my business grows"],"best_for":["Startups and small businesses with <100 monthly customer inquiries","Teams evaluating chatbot ROI before budget approval","Businesses with seasonal or variable support volume"],"limitations":["Free tier limits unknown — unclear if it's 10 conversations/month or 100","Paid pricing not disclosed — hard to forecast costs at scale","No volume discounts mentioned; per-message pricing may be expensive at 1000+ conversations/month","Upgrade path unclear — no information on how to migrate from free to paid or change plans"],"requires":["Email address to create account","No credit card required for free tier"],"input_types":["account signup data"],"output_types":["account tier assignment","usage metrics","billing invoice"],"categories":["automation-workflow","business-model"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_6","uri":"capability://automation.workflow.web.dashboard.for.faq.and.conversation.management","name":"web dashboard for faq and conversation management","description":"Provides a web UI for non-technical users to create/edit FAQs, view conversation logs, and monitor chatbot performance. Dashboard likely includes CRUD operations for Q&A pairs, conversation history viewer, and basic analytics (message count, response time). Built for simplicity over power — no advanced features like A/B testing or custom workflows.","intents":["I want to manage my FAQ without touching code or databases","I need to see what customers are asking and how the chatbot is responding","I want to quickly add new FAQ entries when I notice repeated questions"],"best_for":["Non-technical business owners and support managers","Teams without engineering resources","Businesses that update FAQs frequently (weekly or monthly)"],"limitations":["No API for programmatic FAQ management — likely web UI only","Analytics likely basic (message count, response time); no advanced insights like intent distribution or escalation rate","No bulk import/export for FAQ migration — may require manual entry","No user roles or permissions — unclear if multiple team members can edit FAQs safely","Mobile-responsive design unknown; may be desktop-only"],"requires":["Web browser (Chrome, Firefox, Safari)","Jarvis AI account login","Internet connection"],"input_types":["form input (question, answer text)","file upload (CSV, if supported)"],"output_types":["FAQ entry (stored)","conversation log (viewable)","analytics dashboard (viewable)"],"categories":["automation-workflow","user-interface"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jarvis-ai__cap_7","uri":"capability://automation.workflow.human.escalation.and.agent.handoff","name":"human escalation and agent handoff","description":"Routes conversations to human support agents when the chatbot cannot answer a question or confidence is below a threshold. Escalation likely triggers a notification to an available agent and transfers the conversation context (phone number, history, original query). Agent can then respond via SMS or escalate to phone/email. Handoff mechanism determines whether customers get seamless support or frustrating context loss.","intents":["I want the chatbot to recognize when it's out of its depth and connect the customer to a human","I need my support team to see the full conversation history when they take over from the chatbot","I want to track which questions are being escalated so I can improve my FAQ"],"best_for":["Support teams with 1-5 agents available for SMS escalation","Businesses where chatbot accuracy is critical (healthcare, finance)","Use cases where some questions are too complex for FAQ automation"],"limitations":["Escalation logic unknown — unclear how confidence threshold is set or if it's configurable","Agent assignment unknown — no information on routing to specific agents or load balancing","No SLA or response time guarantee for escalated conversations","Escalation notification method unknown — may be SMS, email, or in-app only","No conversation transfer protocol — unclear if agent can see full history or just current message"],"requires":["Human agent availability (email, phone, or SMS-capable)","Agent contact information configured in Jarvis AI","Escalation rules defined (confidence threshold, keywords, etc.)"],"input_types":["low-confidence chatbot response","user request for human help","escalation trigger (keyword, intent)"],"output_types":["escalation notification to agent","conversation context transfer","agent response via SMS"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["Active SMS gateway integration (Twilio, AWS SNS, or native provider)","Phone number provisioned for inbound SMS","FAQ knowledge base with 10+ pre-written Q&A pairs","Business account with Jarvis AI (freemium tier available)","FAQ content in structured format (Q&A pairs, ideally CSV or JSON)","Web dashboard access to Jarvis AI platform","Minimum 5-10 Q&A pairs to be useful","FAQ knowledge base with distinct, non-overlapping questions","Clear answer text for each FAQ entry","Optional: human agent availability for escalation"],"failure_modes":["SMS character limits (160 chars per segment) may truncate complex answers; requires answer pre-formatting","No rich media support (images, buttons, links) — responses limited to plain text","Conversation context limited to current session; no persistent multi-day conversation history across SMS threads","Intent matching accuracy depends on FAQ quality and keyword coverage; ambiguous queries may return irrelevant answers","Unknown indexing method — likely keyword-based, which fails on synonyms and paraphrasing","No versioning or rollback for FAQ changes; edits are immediate and irreversible","Capacity limits unknown — may struggle with 1000+ Q&A pairs or very long answers","No multi-language support mentioned; indexing likely English-only","Matching algorithm unknown — likely keyword-based, which struggles with synonyms ('open' vs. 'hours')","No confidence scoring visible to users; unclear how low-confidence matches are handled","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"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":"2026-05-24T12:16:31.445Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=jarvis-ai","compare_url":"https://unfragile.ai/compare?artifact=jarvis-ai"}},"signature":"oIi0tUB4u3uEtRpN29D+pF8Jg4+2cR10EGdUJQdVsjxoD0lQifH2YgyuiL5nXTJbNvF4TnhLs6LBM20o2ItBCw==","signedAt":"2026-06-16T07:00:31.688Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/jarvis-ai","artifact":"https://unfragile.ai/jarvis-ai","verify":"https://unfragile.ai/api/v1/verify?slug=jarvis-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"}}