{"resourceId":"wrjn-ozaukee-county-ava-nonemergency-20260930","versions":[{"version":"external-04decfdfe6d6ed8074a816397cd4f3673d9923fc5598d461a5a804483cdbf70c","resource":{"id":"wrjn-ozaukee-county-ava-nonemergency-20260930","title":"WRJN: Ozaukee County consolidated center deploys Aurelian Ava on non-emergency line as 911 volume rises 17%","organization":"Ozaukee County Sheriff's Office Communications Center (Wisconsin) / WRJN","sector":"County consolidated PSAP / emergency communications","geography":"United States (Wisconsin)","publishedAt":"2026-09-30","publicationDate":"2026-09-30","eventDate":"2026-09-30","sourceName":"WRJN (Civic Media)","sourceLabel":"Local radio reporting on Ozaukee County's Ava rollout","sourceUrl":"https://wrjn.com/news/2026/09/30/the-ozaukee-county-sheriffs-office-consolidated-communications-center-has-introduced-a-new-artificial-intelligence-system-named-ava","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["operating-model","accessibility-workforce"],"finding":"WRJN reports (Sept 30, 2026) that Ozaukee County's consolidated communications center, serving seven police departments, seven fire departments and the Sheriff's Office, put Aurelian's Ava on its non-emergency line. The center processed 113,538 non-emergency and 17,612 emergency 911 calls in 2025, and emergency volume is up 17% this year. Ava routes callers by stated reason, transfers detected emergencies to 911, and supports Spanish; the sheriff said there will be no job cuts.","sledRelevance":"Adds another Wisconsin consolidated PSAP, serving fire and EMS as well as police, to the regional Ava adoption cluster, with a clear volume rationale.","evidence":"Short local news item restating agency claims; no performance data, error rates, or post-launch metrics. 'Rigorous training' is an unspecified vendor/agency claim.","architectureImplications":"Natural-language routing replaces a phone tree; emergency detection triggers transfer to 911; bilingual (Spanish) handling.","governanceImplications":"Launch announced without published success measures or review schedule; agencies should set them before claiming capacity gains.","securityPrivacyImplications":"Not addressed; bond and jail inquiries mean the agent touches records-related requests, so data access scope should be defined.","caveats":"Launch announcement only; no outcome data; volumes are 2025 figures and the 17% increase is not broken out by source.","streamIds":["emergency-services"],"roles":{"sales":"Frame Ozaukee as a volume story: about 113,500 non-emergency calls against 17,600 emergency calls in 2025, with 911 volume up 17%. That ratio is the discovery opener for any consolidated center. Keep the pitch bounded: this is a launch notice, not evidence of results, so sell a measured trial with escalation testing rather than promised capacity gains.","engineering":"Ava replaces a button-driven phone tree with natural-language routing across jail, bond, complaint and transfer paths, plus 911 transfer on detected emergencies and Spanish support. Engineers should map every destination, test emergency detection in English and Spanish, and confirm what records systems the agent can reach for bond or jail queries. No technical or accuracy detail is published, so assume validation work falls to the agency.","delivery":"Launch with the basics the article does not mention: a published review cadence, a bilingual test set, and a dispatcher feedback loop. Because the center serves 15 agencies, transfer directories and escalation rules need sign-off from each. Acceptance should track transfer accuracy and dispatcher time on radio and 911, given the stated goal."},"roleDetails":{"sales":{"customerProblem":"Consolidated center with high non-emergency volume and rising 911 calls needs more peak capacity without layoffs.","stakeholders":["Sheriff","Communications center manager","Member police and fire departments","County board"],"discoveryQuestions":["What is your non-emergency to 911 ratio?","Which destinations do callers ask for most?","How will you test Spanish emergency detection?","What results will you publish?"],"valueHypothesis":"Natural-language routing may cut dispatcher time on routine calls; benefit is unproven until measured.","potentialEngagement":"Pre-launch readiness review: route map, bilingual test plan, and KPI baseline for a consolidated PSAP.","unsupportedClaims":["Measured capacity gains","Accuracy of emergency detection","Equal Spanish performance"]},"engineering":{"fit":"Non-emergency routing agent for a multi-agency consolidated center.","architectureIntegration":"Non-emergency line to Ava; routes to divisions; emergency transfer to 911 queue.","prerequisites":["Destination directory for 15 agencies","Emergency transfer path","Bilingual test calls"],"constraints":["No published accuracy data","Records-related requests need access limits"],"security":"Define what jail/bond data the agent can access and how transcripts are retained.","proofOfValue":["Emergency-transfer accuracy in English and Spanish","Misroute rate","Dispatcher radio/911 time before and after"]},"delivery":{"work":"Build route map, test bilingual emergency transfer, publish caller guidance, and set review cadence.","dependencies":["Aurelian configuration","Member agency directories","Telephony"],"ownership":"Sheriff's Office communications center operations.","skillsAdoption":"Dispatchers learn to review AI routing and report misroutes.","governanceCheckpoints":["Pre-launch test sign-off","30-day review","Member-agency feedback"],"acceptanceCriteria":["Bilingual emergency test set passes before expansion","Misroutes logged and reviewed weekly","Baseline dispatcher time captured"],"risks":["Spanish dialect gaps","Misrouting across 15 agencies","Unmeasured benefit claims"]}},"retrievedAt":"2026-10-04T22:00:48-05:00","enrichedAt":"2026-10-04T22:00:48-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Spanish proficiency claimed; no-job-cuts commitment framed as added peak capacity.","procurementImplications":"Joins Waukesha, Dane and other Wisconsin users of Aurelian; regional buyers can compare terms and results across counties.","operatingModelImplications":"AI handles non-urgent routing so dispatchers focus on radio traffic and 911; human dispatch remains the emergency path.","sourceVerification":{"responseId":"curl-wrjn-ozaukee-2026-10-04T22:00:48-05:00","openedUrl":"https://wrjn.com/news/2026/09/30/the-ozaukee-county-sheriffs-office-consolidated-communications-center-has-introduced-a-new-artificial-intelligence-system-named-ava","referenceExcerpt":"the facility processed 113,538 non-emergency calls and 17,612 emergency 911 calls in 2025","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}