{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_hatz-ai","slug":"hatz-ai","name":"Hatz AI","type":"product","url":"https://www.hatz.ai","page_url":"https://unfragile.ai/hatz-ai","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_hatz-ai__cap_0","uri":"capability://productivity.white.label.ai.chatbot.deployment","name":"white-label ai chatbot deployment","description":"Deploy branded AI chatbots under MSP's own branding without building from scratch. Maintains visual and functional consistency with MSP's brand identity across all client deployments.","intents":["I want to offer AI chatbots to my clients without building custom solutions","I need to maintain my brand identity when deploying AI tools to clients","I want to resell AI capabilities as part of my service offerings"],"best_for":["managed service providers","resellers","agencies"],"limitations":["limited customization depth beyond branding","cannot modify underlying model behavior significantly"],"requires":["MSP account","client configuration details","brand assets"],"input_types":["brand guidelines","client configuration"],"output_types":["branded chatbot interface","deployment URL"],"categories":["productivity","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_1","uri":"capability://productivity.multi.tenant.ai.management","name":"multi-tenant ai management","description":"Manage AI deployments across multiple client accounts from a single platform without maintaining separate infrastructure. Centralized control panel for provisioning, monitoring, and updating all client chatbots.","intents":["I need to manage AI tools for dozens of clients from one dashboard","I want to provision new client chatbots without infrastructure overhead","I need to update all client AI deployments simultaneously"],"best_for":["MSPs managing multiple clients","agencies with diverse client bases","resellers"],"limitations":["shared infrastructure may have performance implications at scale","limited per-client isolation options"],"requires":["MSP account with multi-tenant access","client account setup"],"input_types":["client configuration","deployment parameters"],"output_types":["client dashboards","management interface","deployment status"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_2","uri":"capability://productivity.no.code.chatbot.builder","name":"no-code chatbot builder","description":"Create and configure AI chatbots using a visual interface without coding knowledge. Drag-and-drop builder enables non-technical users to design conversation flows and customize bot behavior.","intents":["I want to build a chatbot without learning to code","I need to quickly prototype AI solutions for clients","I want to modify chatbot behavior without developer involvement"],"best_for":["non-technical MSP staff","business users","client success teams"],"limitations":["may lack advanced customization for complex logic","limited integration options compared to code-based approaches"],"requires":["Hatz AI account","basic understanding of chatbot concepts"],"input_types":["visual configuration","text prompts","conversation flows"],"output_types":["configured chatbot","conversation logic","deployment-ready bot"],"categories":["productivity","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_3","uri":"capability://productivity.client.specific.ai.customization","name":"client-specific ai customization","description":"Customize AI chatbot behavior, knowledge base, and responses for individual clients. Configure industry-specific terminology, compliance requirements, and business logic per client deployment.","intents":["I need to tailor the AI chatbot for each client's specific industry","I want to add client-specific knowledge to the chatbot","I need to ensure the chatbot follows client-specific compliance rules"],"best_for":["MSPs serving diverse verticals","agencies with specialized clients","compliance-focused organizations"],"limitations":["limited visibility into training data sources","unclear fine-tuning depth available","may not support all industry-specific compliance requirements"],"requires":["client industry information","knowledge base content","compliance requirements documentation"],"input_types":["client knowledge base","industry terminology","compliance rules","business logic"],"output_types":["customized chatbot","client-specific responses","compliance-configured bot"],"categories":["productivity","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_4","uri":"capability://productivity.customer.support.automation","name":"customer support automation","description":"Deploy AI chatbots to handle customer support inquiries automatically. Route common questions to the bot and escalate complex issues to human agents.","intents":["I want to reduce support ticket volume with AI automation","I need 24/7 customer support without hiring additional staff","I want to handle repetitive support questions automatically"],"best_for":["MSPs offering managed support services","customer-facing businesses","support teams"],"limitations":["may struggle with complex or nuanced support issues","requires proper escalation workflow setup"],"requires":["support knowledge base","common question library","escalation procedures"],"input_types":["support documentation","FAQ content","customer inquiries"],"output_types":["automated responses","escalation tickets","support metrics"],"categories":["productivity","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_5","uri":"capability://productivity.internal.business.process.automation","name":"internal business process automation","description":"Deploy AI chatbots to automate internal business processes like employee onboarding, IT ticketing, or HR inquiries. Streamline repetitive workflows without human intervention.","intents":["I want to automate internal employee support processes","I need to reduce manual work for IT and HR teams","I want to provide instant answers to common employee questions"],"best_for":["MSPs offering internal automation services","enterprises with repetitive processes","HR and IT teams"],"limitations":["requires clear process documentation","may need integration with existing business systems"],"requires":["process documentation","workflow definition","knowledge base"],"input_types":["process flows","policy documentation","employee FAQs"],"output_types":["automated workflows","process execution","audit logs"],"categories":["productivity","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_6","uri":"capability://productivity.chatbot.performance.monitoring","name":"chatbot performance monitoring","description":"Track and analyze chatbot performance metrics including conversation quality, user satisfaction, and resolution rates. Monitor bot effectiveness across all client deployments.","intents":["I want to measure how well my chatbots are performing","I need to identify which chatbots need improvement","I want to track ROI on AI chatbot deployments"],"best_for":["MSP managers","client success teams","business analysts"],"limitations":["metrics may be limited to platform-provided analytics","custom metric tracking may not be available"],"requires":["active chatbot deployments","conversation data"],"input_types":["chatbot interactions","user feedback"],"output_types":["performance dashboards","analytics reports","metrics data"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_7","uri":"capability://productivity.multi.client.billing.and.usage.tracking","name":"multi-client billing and usage tracking","description":"Track usage and billing metrics across multiple client deployments. Monitor API calls, conversation volume, and resource consumption per client for accurate billing.","intents":["I need to bill clients accurately based on their AI usage","I want to track resource consumption across all client deployments","I need visibility into which clients are using the platform most"],"best_for":["MSP finance teams","account managers","billing departments"],"limitations":["pricing structure unclear on website","may lack granular usage tracking options"],"requires":["active client deployments","billing configuration"],"input_types":["usage data","client configuration"],"output_types":["usage reports","billing data","cost analysis"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_8","uri":"capability://productivity.client.onboarding.and.provisioning","name":"client onboarding and provisioning","description":"Quickly provision new client accounts and deploy chatbots without manual infrastructure setup. Automated onboarding workflow reduces time-to-value for new clients.","intents":["I want to quickly onboard new clients to AI chatbot services","I need to reduce the time between sale and deployment","I want to automate the client setup process"],"best_for":["MSP sales and onboarding teams","account managers"],"limitations":["may require some manual configuration for complex setups"],"requires":["client information","deployment preferences"],"input_types":["client details","configuration parameters"],"output_types":["provisioned client account","deployed chatbot","access credentials"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_hatz-ai__cap_9","uri":"capability://chatbot.conversation.history.and.context.management","name":"conversation history and context management","description":"Maintain conversation history and context across multiple interactions. Enable chatbots to remember user information and previous conversations for personalized responses.","intents":["I want the chatbot to remember previous customer interactions","I need personalized responses based on conversation history","I want to provide seamless multi-turn conversations"],"best_for":["customer support teams","customer-facing businesses"],"limitations":["privacy and data retention policies may limit history storage","context window may be limited"],"requires":["conversation data storage","user identification"],"input_types":["conversation messages","user context"],"output_types":["contextual responses","conversation history","user profiles"],"categories":["chatbot"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["MSP account","client configuration details","brand assets","MSP account with multi-tenant access","client account setup","Hatz AI account","basic understanding of chatbot concepts","client industry information","knowledge base content","compliance requirements documentation"],"failure_modes":["limited customization depth beyond branding","cannot modify underlying model behavior significantly","shared infrastructure may have performance implications at scale","limited per-client isolation options","may lack advanced customization for complex logic","limited integration options compared to code-based approaches","limited visibility into training data sources","unclear fine-tuning depth available","may not support all industry-specific compliance requirements","may struggle with complex or nuanced support issues","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39166666666666666,"quality":0.8099999999999999,"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":"2026-05-24T12:16:30.893Z","last_scraped_at":"2026-04-05T13:23:42.550Z","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=hatz-ai","compare_url":"https://unfragile.ai/compare?artifact=hatz-ai"}},"signature":"EuCGVPlMX4yLnClTUw3aFv3JGGlxyCC73+hJQw+DPbFI5Tmpat2U81nwJcgw3F4YZA0SsWfDa5F2PmQbwyydCA==","signedAt":"2026-06-20T03:42:06.131Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/hatz-ai","artifact":"https://unfragile.ai/hatz-ai","verify":"https://unfragile.ai/api/v1/verify?slug=hatz-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"}}