{"schemaVersion":"aloria-ai-discovery-product/v1","product":{"slug":"docent-live","areId":"docent","code":"DOC","name":"Docent Live","flagship":false,"domain":"Education AI","commercialState":"DOCUMENTED_PRODUCT","commercialStateLabel":"Documented Product","commercialStateDescription":"Architecture, technical specifications, and research documented; buyer deployment or enterprise runtime pending.","tagline":"AI tutoring and learning operations for organizations.","description":"AI-native learning software with tutoring, assessment and enterprise onboarding architecture. Advanced commercial features are in an unmerged branch and require physical integration tests.","problemsSolved":["Education teams need a governed way to combine tutoring, learning evidence and institutional workflows."],"outcome":"A buyer-configurable tutoring and learning platform with explicit separation between demonstration, source features and live enterprise integrations.","useCases":["Interactive voice-enabled knowledge delivery and AI tutoring","Domain-specific pedagogical dialogue flows with verified curriculum bounds"],"buyerProfile":{"roles":["cio","caio"],"summary":"Targeted at enterprise cio, caio needing governance and operational traceability."},"verifiedCapabilities":["Voice stream session protocol specification","Pedagogical state machine and curriculum boundary checks"],"limitations":["Physical audio certification pending; enterprise streaming runtime not deployed","Source/IP evaluation only"],"dependencies":["WebRTC / Audio streaming infrastructure","Low-latency STT/TTS engine"],"workflow":["Learner and organization onboarding","AI-assisted tutoring","Assess and document learning","Human instructor oversight","Governed evidence and handoff"],"governanceControls":["Role-based access contracts","Tenant-aware PostgreSQL boundaries","No direct checkout claim","Provider readiness guards","Instructor authority"],"integrations":["Gemini AI","OIDC","PostgreSQL","LTI/SCIM source boundaries","Google Classroom read-only planning"],"evidenceSummary":{"state":"Advanced source branch; physical proof open","level":"Source and enterprise-turnkey candidate","verifiedOn":"2026-10-10","summary":"Docent enterprise source branch includes PostgreSQL, OIDC and LTI modules but PR #1 is not merged and its physical certification campaign is pending.","signals":["Educational product interface and backend modules exist","Advanced features isolated on a source branch","External providers and institutional flows require validation"]},"urls":{"productPage":"https://www.aloria.mx/products/docent-live","demo":"https://docent.aloria.mx","walkthrough":null,"documentation":"https://www.aloria.mx/products/docent-live","governedReview":"https://www.aloria.mx/enterprise-review"},"schemaOrg":{"@context":"https://schema.org","@type":"SoftwareApplication","name":"Docent Live","applicationCategory":"BusinessApplication","operatingSystem":"Cloud / Linux","description":"AI-native learning software with tutoring, assessment and enterprise onboarding architecture. Advanced commercial features are in an unmerged branch and require physical integration tests.","url":"https://www.aloria.mx/products/docent-live","provider":{"@id":"https://www.aloria.mx/#organization"},"offers":{"@type":"Offer","availability":"https://schema.org/InStock","businessFunction":"http://purl.org/goodrelations/v1#LeaseOut","category":"DOCUMENTED_PRODUCT"}}}}