{"schemaVersion":"ready-scan.resource-sources.v1","locale":"zh-Hans","path":"/zh-Hans/sources/source-e08af7e46daa202c","canonicalUrl":"https://knowledge.readyscan.ai/zh-Hans/sources/source-e08af7e46daa202c","machineUrl":"https://knowledge.readyscan.ai/zh-Hans/discovery/sources/source-e08af7e46daa202c.json","page":1,"pageSize":48,"totalCount":1,"totalPages":1,"previous":null,"next":null,"kind":"source","source":{"id":"source-e08af7e46daa202c","url":"https://www.xenara.ai/services/ai-development","title":"Xenara Technology Inc.: /services/ai-development","publisher":"xenara.ai","publicationCount":1,"modifiedOn":"2026-10-28","path":"/zh-Hans/sources/source-e08af7e46daa202c","canonicalUrl":"https://knowledge.readyscan.ai/zh-Hans/sources/source-e08af7e46daa202c","machineUrl":"https://knowledge.readyscan.ai/zh-Hans/discovery/sources/source-e08af7e46daa202c.json"},"items":[{"key":"subject:Q139819025","citations":[{"id":"source-e08af7e46daa202c","url":"https://www.xenara.ai/services/ai-development","title":"Xenara Technology Inc.: /services/ai-development","publisher":"xenara.ai","accessedOn":"2026-10-28"}],"editions":[{"language":"en","title":"Xenara Technology Inc.","description":"Xenara — Software & AI Development: “Xenara is a Canadian software and AI company building field service platforms, AI receptionists, hospital management systems, and multi-store POS.”","path":"/entities/xenara-technology-inc-q139819025","canonicalUrl":"https://directory.readyscan.ai/entities/xenara-technology-inc-q139819025","machineUrl":"https://directory.readyscan.ai/discovery/entities/xenara-technology-inc-q139819025.json","modifiedOn":"2026-10-28"}],"subject":{"slug":"xenara-technology-inc-q139819025","name":"Xenara Technology Inc.","questions":[{"question":"Which models do you use?","path":"/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-cc9faba2eaaded176028"},{"question":"Can we run AI on our own infrastructure?","path":"/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-5d39004db29ea0f63301"},{"question":"How do you handle hallucinations?","path":"/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-22cb1fa803c3948b9b83"},{"question":"What about data privacy and HIPAA / PIPEDA?","path":"/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-a86ace62041b2eaeda9c"},{"question":"Will AI replace our engineers?","path":"/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-ca6d5dd4bedca6f2d32b"}],"facts":[{"id":"content-native-digital-agencies-e58b202ba2c63ac3-a-cc9faba2eaaded176028","label":"Which models do you use?","value":"“We pick per use case. Claude (Anthropic) and GPT-4-class models for general work, Llama 3 / Mistral for on-prem or cost-sensitive deployments, and embedding models specific to the domain. We're not loyal to any vendor.”","path":"/entities/xenara-technology-inc-q139819025#company-fact-content-native-digital-agencies-e58b202ba2c63ac3-a-cc9faba2eaaded176028","questionPaths":["/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-cc9faba2eaaded176028"]},{"id":"content-native-digital-agencies-e58b202ba2c63ac3-a-5d39004db29ea0f63301","label":"Can we run AI on our own infrastructure?","value":"“Yes — we deploy open-source models (Llama, Mistral, Qwen) on customer-controlled GPUs when data residency, cost, or compliance demands it. Common in healthcare and finance engagements.”","path":"/entities/xenara-technology-inc-q139819025#company-fact-content-native-digital-agencies-e58b202ba2c63ac3-a-5d39004db29ea0f63301","questionPaths":["/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-5d39004db29ea0f63301"]},{"id":"content-native-digital-agencies-e58b202ba2c63ac3-a-22cb1fa803c3948b9b83","label":"How do you handle hallucinations?","value":"“Three layers: retrieval gives the model grounded context, structured outputs constrain what it can return, and evals + monitoring catch drift over time. Critical fields never come from the model alone — they're validated against source data.”","path":"/entities/xenara-technology-inc-q139819025#company-fact-content-native-digital-agencies-e58b202ba2c63ac3-a-22cb1fa803c3948b9b83","questionPaths":["/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-22cb1fa803c3948b9b83"]},{"id":"content-native-digital-agencies-e58b202ba2c63ac3-a-a86ace62041b2eaeda9c","label":"What about data privacy and HIPAA / PIPEDA?","value":"“We design for compliance from day one. Common patterns: PII redaction before the LLM call, on-prem or zero-data-retention API agreements, audit logging of every prompt and response, and consent-aware data flows.”","path":"/entities/xenara-technology-inc-q139819025#company-fact-content-native-digital-agencies-e58b202ba2c63ac3-a-a86ace62041b2eaeda9c","questionPaths":["/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-a86ace62041b2eaeda9c"]},{"id":"content-native-digital-agencies-e58b202ba2c63ac3-a-ca6d5dd4bedca6f2d32b","label":"Will AI replace our engineers?","value":"“Not the kind of AI we build. Production AI augments humans — surfacing context, drafting responses, automating routine decisions — while leaving the high-stakes calls (and the accountability) with people.”","path":"/entities/xenara-technology-inc-q139819025#company-fact-content-native-digital-agencies-e58b202ba2c63ac3-a-ca6d5dd4bedca6f2d32b","questionPaths":["/entities/xenara-technology-inc-q139819025#company-answer-content-native-digital-agencies-e58b202ba2c63ac3-a-ca6d5dd4bedca6f2d32b"]}]},"selected":{"language":"en","title":"Xenara Technology Inc.","description":"Xenara — Software & AI Development: “Xenara is a Canadian software and AI company building field service platforms, AI receptionists, hospital management systems, and multi-store POS.”","path":"/entities/xenara-technology-inc-q139819025","canonicalUrl":"https://directory.readyscan.ai/entities/xenara-technology-inc-q139819025","machineUrl":"https://directory.readyscan.ai/discovery/entities/xenara-technology-inc-q139819025.json","modifiedOn":"2026-10-28"}}],"versionId":"fnv1a64:6f60deeee582d0be"}