{"resourceId":"sante-quebec-811-ai-virtual-assistant-pre-triage-expands-20261105","versions":[{"version":"external-5614e6519c9a9067585c8bc74f4742253835b90b9c17e47b87b929ace0ee67c5","resource":{"id":"sante-quebec-811-ai-virtual-assistant-pre-triage-expands-20261105","title":"Santé Québec expands optional AI 811 virtual assistant that summarizes caller information before nurse triage, now in five regions","organization":"Santé Québec","sector":"Public health telephone triage (811)","geography":"Quebec, Canada","publishedAt":"2026-11-05","publicationDate":"2026-11-05","eventDate":"2026-10-23","sourceName":"CityNews Montreal","sourceLabel":"Independent reporting","sourceUrl":"https://montreal.citynews.ca/2026/11/05/sante-quebec-new-ai-tool-help-reduce-quebec-811-wait-times/","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["knowledge-work","accessibility-workforce","operating-model"],"finding":"Santé Québec’s 811 Virtual Assistant lets users enter health information online before speaking with an 811 nurse; AI summarizes the input as a starting point for the nurse assessment. Launched in two regions in September and expanded Oct. 23 to five, it is optional, and Santé Québec says the AI makes no clinical decisions and does not determine care.","sledRelevance":"U.S. state and county nurse lines, 211-health and public health call centers can use this as a model for AI pre-intake that keeps clinical judgment with nurses; transferability is limited by Quebec’s single public system.","evidence":"CityNews (Nov. 5, 2026) quotes Santé Québec statements on purpose, regional rollout dates, optional use and the limits on AI decision-making.","architectureImplications":"Web pre-intake form plus AI summarization feeding the nurse workflow; no automated triage decision.","governanceImplications":"Optional use and nurse accountability are explicit design choices; summary accuracy oversight is not described.","securityPrivacyImplications":"Collects health information online before the call; data retention and handling are not described in the report.","caveats":"No wait-time, accuracy or uptake data were reported despite the headline goal of reducing wait times; based on agency statements to a news outlet.","streamIds":["health-human-services"],"roles":{"sales":"Call-center capacity is the problem: nurse lines spend time collecting information before advice. This deployment frames AI as pre-intake summarization with nurses accountable. In discovery, ask about call volume, time spent on intake and whether an optional digital path would be used. Do not promise shorter waits; the source gives no wait-time results.","engineering":"Fit is a web pre-intake form with AI summarization pushed into the nurse console. Integration needs a secure hand-off keyed to the incoming call and a summary format nurses trust. Test summary accuracy against caller-entered data and track how often nurses must re-ask questions before scaling.","delivery":"Roll out region by region, as Santé Québec did, keeping the traditional line available. Train nurses to treat summaries as a starting point, monitor uptake and re-ask rates, and publish wait-time effects once measured. Assign a clinical owner for summary quality and a privacy owner for pre-call data."},"roleDetails":{"sales":{"customerProblem":"Public nurse lines spend scarce nurse time collecting basic information before giving advice.","stakeholders":["Public health call-center directors","Nurse line clinical leads","Privacy officers"],"discoveryQuestions":["How much nurse time goes to intake per call?","Would callers use an optional pre-call digital form?","How would summaries reach the nurse at call time?"],"valueHypothesis":"Optional AI pre-intake can shift routine data collection off nurse time while keeping decisions with nurses.","potentialEngagement":"Regional pilot of pre-intake summarization on one nurse or public health line with measured re-ask and handle time.","unsupportedClaims":["Reduced wait times","AI triage accuracy","Uptake levels in Quebec"]},"engineering":{"fit":"Pre-call intake and summarization for nurse lines; not automated triage.","architectureIntegration":"Web intake form, LLM summarization, secure hand-off to nurse telephony console.","prerequisites":["Secure intake portal","Call-to-record matching","Nurse console integration"],"constraints":["AI cannot make clinical decisions","Traditional line must remain","Language and accessibility needs"],"security":"Encrypt pre-call health data, limit retention and restrict access to the handling nurse.","proofOfValue":["Nurse re-ask rate on summarized items","Handle time with and without pre-intake","Uptake by region"]},"delivery":{"work":"Configure intake, integrate summaries, train nurses, stage regional rollout and report metrics.","dependencies":["Telephony platform","Clinical protocols","Privacy approvals"],"ownership":"Call-center clinical director with digital program lead.","skillsAdoption":"Nurses need guidance on verifying summaries quickly.","governanceCheckpoints":["Clinical review of summary templates","Privacy impact assessment","Regional go/no-go review"],"acceptanceCriteria":["Re-ask rate below an agreed threshold (proposed)","Measured handle-time change reported (proposed)","Optional path preserved (proposed)"],"risks":["Summary errors affecting advice","Digital divide in uptake","Unmeasured benefit claims"]}},"retrievedAt":"2026-11-09T22:02:30-06:00","enrichedAt":"2026-11-09T22:06:41-06:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Optional digital path may help some users; others keep phone-only access, which protects those without digital access.","procurementImplications":"Built by Santé Québec itself per its statement, an in-house model rather than vendor procurement.","operatingModelImplications":"Shifts part of intake to the caller before contact and changes nurse workflow to start from a summary.","peerReview":"unknown","sourceVerification":{"openedUrl":"https://montreal.citynews.ca/2026/11/05/sante-quebec-new-ai-tool-help-reduce-quebec-811-wait-times/","referenceExcerpt":"Santé Québec also stressed that the AI tool does not determine what care should be provided.","promptVersion":"sled-research-v4.0 HHS nightly brief","model":null,"basis":"agent-reported inspection"}}}]}