{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_dasha","slug":"dasha","name":"Dasha","type":"agent","url":"https://dasha.ai","page_url":"https://unfragile.ai/dasha","categories":["ai-agents"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_dasha__cap_0","uri":"capability://voice.ai.speech.to.text.with.context.awareness","name":"speech-to-text-with-context-awareness","description":"Converts spoken audio into text with high accuracy, leveraging Dasha's proprietary speech recognition engine optimized for conversational context. Handles natural speech patterns, accents, and domain-specific terminology without relying on third-party STT APIs.","intents":["I need to transcribe customer calls accurately in real-time","I want to understand what callers are saying without external API dependencies","I need speech recognition that understands industry jargon and context"],"best_for":["Enterprise customer service teams","Sales automation platforms","Support centers handling high call volumes"],"limitations":["Locked into Dasha's proprietary engine; cannot swap STT providers","Performance depends on audio quality and network latency"],"requires":["Audio input stream (phone call, microphone, or pre-recorded)","Active Dasha agent instance","Network connectivity"],"input_types":["audio/wav","audio/mp3","live audio stream"],"output_types":["text transcript","confidence scores"],"categories":["voice-ai","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_1","uri":"capability://voice.ai.text.to.speech.with.natural.prosody","name":"text-to-speech-with-natural-prosody","description":"Generates lifelike spoken responses from text using Dasha's proprietary TTS engine, with natural intonation, pacing, and emotional tone. Produces conversational speech that sounds human rather than robotic.","intents":["I want my AI agent to sound natural and human-like to callers","I need to generate voice responses without relying on external TTS services","I want to control speech characteristics like tone and pacing"],"best_for":["Customer-facing voice agents","Sales and support automation","Teams prioritizing user experience over cost"],"limitations":["Vendor lock-in to Dasha's TTS quality","Per-minute billing increases costs for high-volume deployments","Limited customization of voice characteristics compared to some competitors"],"requires":["Text input (response from LLM or scripted dialogue)","Active Dasha agent","Audio output capability (speaker, phone line)"],"input_types":["plain text","SSML markup"],"output_types":["audio/wav","audio/mp3","live audio stream"],"categories":["voice-ai","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_10","uri":"capability://voice.ai.custom.voice.agent.deployment","name":"custom-voice-agent-deployment","description":"Deploys custom voice agents to production with configuration for specific use cases like customer service, sales, or support. Handles agent lifecycle management, scaling, and monitoring.","intents":["I want to deploy a voice agent for my specific business use case","I need to scale my agent to handle high call volumes","I want to monitor and manage my deployed agents"],"best_for":["Enterprises building voice automation","Startups launching voice-first products","Teams needing production-ready agents"],"limitations":["Per-minute billing scales aggressively with volume","Vendor lock-in to Dasha platform","Requires ongoing maintenance and monitoring"],"requires":["Configured voice agent","Dasha account and API keys","Telephony integration","Monitoring and logging setup"],"input_types":["agent configuration","conversation logic","business rules"],"output_types":["deployed agent","call logs","performance metrics"],"categories":["voice-ai","automation","deployment"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_11","uri":"capability://voice.ai.conversation.analytics.and.logging","name":"conversation-analytics-and-logging","description":"Captures detailed conversation logs, transcripts, and analytics including call duration, success metrics, and conversation quality. Provides insights into agent performance and user interactions.","intents":["I want to understand how my voice agent is performing","I need to analyze conversation quality and outcomes","I want to track key metrics like call duration and success rates"],"best_for":["Customer service managers","Sales teams optimizing conversion","Support organizations improving quality"],"limitations":["Analytics depend on logging infrastructure","Privacy considerations for conversation data","Real-time analytics may have latency"],"requires":["Conversation logging enabled","Analytics dashboard access","Data retention policies"],"input_types":["conversation logs","call metadata","user feedback"],"output_types":["analytics dashboard","performance reports","conversation transcripts"],"categories":["voice-ai","analytics","monitoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_12","uri":"capability://voice.ai.text.based.agent.conversation","name":"text-based-agent-conversation","description":"Enables text-based conversations with AI agents using the same conversation logic and LLM orchestration as voice agents. Allows deployment across multiple channels (SMS, chat, web).","intents":["I want to use the same agent logic for text and voice","I need to deploy my agent on text channels like SMS or chat","I want to reach users who prefer text over voice"],"best_for":["Multi-channel customer service","Teams supporting diverse user preferences","Platforms offering both voice and text support"],"limitations":["Text conversations lack prosody and tone cues","Different user expectations for text vs. voice","May require separate conversation design for text"],"requires":["Text input interface (chat, SMS, web)","Conversation logic adapted for text","Message delivery infrastructure"],"input_types":["text message","conversation context"],"output_types":["text response","conversation log"],"categories":["voice-ai","automation","multi-channel"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_2","uri":"capability://voice.ai.conversational.llm.orchestration","name":"conversational-llm-orchestration","description":"Manages LLM interactions within a structured conversation flow, routing user inputs to language models and controlling response generation. Integrates speech-to-text, LLM inference, and text-to-speech into a seamless conversational loop.","intents":["I want to build a conversational AI agent without managing multiple APIs","I need to orchestrate LLM responses in a structured conversation","I want to ensure my AI agent stays on-topic and follows business logic"],"best_for":["Developers building voice agents","Teams wanting end-to-end conversation management","Enterprises needing reliable orchestration at scale"],"limitations":["Requires learning DaScript for conversation design","Switching to competitors requires rewriting conversation logic","Performance depends on LLM latency and Dasha infrastructure"],"requires":["DaScript conversation design","LLM integration (OpenAI, custom models, etc.)","Dasha agent runtime"],"input_types":["user utterance (text or speech)","conversation context","business rules"],"output_types":["agent response (text)","conversation state","action triggers"],"categories":["voice-ai","automation","llm"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_3","uri":"capability://voice.ai.business.logic.constrained.dialogue","name":"business-logic-constrained-dialogue","description":"Enforces conversation rules and business logic through DaScript to prevent hallucinations and keep agents on-topic. Allows developers to define conversation flows, validation rules, and fallback behaviors without relying solely on LLM guardrails.","intents":["I want to prevent my AI agent from saying inappropriate things","I need to enforce specific business rules in conversations","I want to control what topics my agent can discuss"],"best_for":["Regulated industries (healthcare, finance)","Customer service teams with strict compliance requirements","Enterprises needing predictable agent behavior"],"limitations":["Requires upfront investment in DaScript conversation design","More rigid than pure LLM approaches; less flexible for novel scenarios","Maintenance overhead as business rules evolve"],"requires":["DaScript conversation design","Clear business rules and constraints","Testing and validation framework"],"input_types":["conversation flow definition","business rules","validation logic"],"output_types":["constrained dialogue","validation results","fallback responses"],"categories":["voice-ai","automation","compliance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_4","uri":"capability://voice.ai.phone.call.handling.and.routing","name":"phone-call-handling-and-routing","description":"Manages inbound and outbound phone calls with features like call transfer, hold, recording, and call routing. Integrates with telephony infrastructure to handle enterprise-grade call operations.","intents":["I need to route calls to the right department or agent","I want to record calls for compliance and training","I need to put callers on hold and transfer them seamlessly"],"best_for":["Customer service centers","Sales teams","Support organizations with complex call routing needs"],"limitations":["Requires integration with telephony provider","Call transfer quality depends on underlying phone infrastructure","Recording compliance varies by jurisdiction"],"requires":["Phone number or SIP endpoint","Telephony provider integration (Twilio, etc.)","Call routing rules configuration"],"input_types":["inbound call","routing rules","agent availability"],"output_types":["call transfer","call recording","call metadata"],"categories":["voice-ai","automation","telephony"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_5","uri":"capability://voice.ai.low.latency.voice.response","name":"low-latency-voice-response","description":"Delivers voice responses with minimal end-to-end latency, optimizing the speech-to-text, LLM, and text-to-speech pipeline for real-time conversation. Ensures natural conversational pacing without noticeable delays.","intents":["I want my voice agent to respond quickly like a human","I need to minimize latency in customer conversations","I want to avoid awkward pauses that make conversations feel unnatural"],"best_for":["Customer-facing voice agents","Sales and support automation","Teams prioritizing user experience"],"limitations":["Latency depends on LLM response time and network conditions","Complex conversation logic may increase latency","Trade-off between latency and response quality"],"requires":["Optimized Dasha infrastructure","Fast LLM integration","Low-latency network connection"],"input_types":["user utterance","conversation context"],"output_types":["voice response","latency metrics"],"categories":["voice-ai","automation","performance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_6","uri":"capability://voice.ai.hipaa.compliant.conversation.handling","name":"hipaa-compliant-conversation-handling","description":"Processes sensitive healthcare information with HIPAA compliance built-in, including encrypted storage, secure transmission, and audit logging. Enables deployment in regulated healthcare environments.","intents":["I need to handle patient information securely","I want to deploy a voice agent in a healthcare setting","I need to comply with HIPAA regulations"],"best_for":["Healthcare providers","Telehealth platforms","Medical support centers"],"limitations":["HIPAA compliance adds operational overhead","Limited to healthcare use cases","Requires ongoing compliance audits"],"requires":["HIPAA Business Associate Agreement (BAA)","Secure infrastructure setup","Compliance monitoring"],"input_types":["patient information","medical queries"],"output_types":["encrypted conversation logs","audit trails","compliance reports"],"categories":["voice-ai","compliance","healthcare"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_7","uri":"capability://voice.ai.soc2.compliant.infrastructure","name":"soc2-compliant-infrastructure","description":"Provides SOC2 Type II certified infrastructure for handling sensitive business data with security controls, access logging, and compliance monitoring. Ensures enterprise-grade security for customer data.","intents":["I need to ensure my voice agent meets enterprise security standards","I want SOC2 compliance for customer trust","I need audit trails and access controls"],"best_for":["Enterprise customers","SaaS platforms","Teams handling sensitive business data"],"limitations":["SOC2 compliance adds operational costs","Requires ongoing security audits","May limit deployment flexibility"],"requires":["SOC2 certification","Security controls implementation","Audit logging"],"input_types":["customer data","conversation logs"],"output_types":["encrypted storage","audit logs","compliance reports"],"categories":["voice-ai","compliance","security"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_8","uri":"capability://voice.ai.dascript.conversation.design","name":"dascript-conversation-design","description":"Provides a domain-specific language (DaScript) for designing conversation flows with explicit logic, state management, and business rule enforcement. Enables developers to define agent behavior without relying solely on LLM prompts.","intents":["I want to design conversation flows with explicit control","I need to manage conversation state and context","I want to enforce specific conversation patterns"],"best_for":["Developers building voice agents","Teams needing predictable conversation behavior","Enterprises with complex conversation requirements"],"limitations":["Requires learning DaScript syntax","More verbose than simple prompting","Switching to competitors requires rewriting all conversation logic"],"requires":["DaScript knowledge","Dasha development environment","Testing framework"],"input_types":["conversation flow definition","business logic","state variables"],"output_types":["compiled conversation agent","conversation logs","state snapshots"],"categories":["voice-ai","development","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dasha__cap_9","uri":"capability://voice.ai.multi.turn.conversation.management","name":"multi-turn-conversation-management","description":"Maintains conversation context across multiple turns, tracking user intent, conversation history, and state variables. Enables coherent multi-turn dialogues where the agent remembers previous exchanges.","intents":["I want my agent to remember what was said earlier in the conversation","I need to handle complex conversations with multiple topics","I want to maintain context across conversation turns"],"best_for":["Customer service agents","Sales automation","Support chatbots"],"limitations":["Context window limited by LLM token limits","Longer conversations may lose early context","State management adds complexity"],"requires":["Conversation state storage","Context management logic","LLM with sufficient context window"],"input_types":["user utterance","conversation history","state variables"],"output_types":["contextual response","updated state","conversation log"],"categories":["voice-ai","automation","conversation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":50,"verified":false,"data_access_risk":"high","permissions":["Audio input stream (phone call, microphone, or pre-recorded)","Active Dasha agent instance","Network connectivity","Text input (response from LLM or scripted dialogue)","Active Dasha agent","Audio output capability (speaker, phone line)","Configured voice agent","Dasha account and API keys","Telephony integration","Monitoring and logging setup"],"failure_modes":["Locked into Dasha's proprietary engine; cannot swap STT providers","Performance depends on audio quality and network latency","Vendor lock-in to Dasha's TTS quality","Per-minute billing increases costs for high-volume deployments","Limited customization of voice characteristics compared to some competitors","Per-minute billing scales aggressively with volume","Vendor lock-in to Dasha platform","Requires ongoing maintenance and monitoring","Analytics depend on logging infrastructure","Privacy considerations for conversation data","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.43333333333333335,"quality":0.86,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:30.282Z","last_scraped_at":"2026-04-05T13:23:42.537Z","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=dasha","compare_url":"https://unfragile.ai/compare?artifact=dasha"}},"signature":"6hJqPXJdl+7WtKiH2mj+hW7Ew+JLgX+ME0RiA2PfmykK6lA+rH7ykZIIH+hXDfDfxhxsjz5cKTY2F3+sY1MYAQ==","signedAt":"2026-06-22T13:05:23.946Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/dasha","artifact":"https://unfragile.ai/dasha","verify":"https://unfragile.ai/api/v1/verify?slug=dasha","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"}}