{"resourceId":"seattle-times-sfd-corti-ai-911-equity-memo-ignored-20261104","versions":[{"version":"external-c3cda4bc4ad127a760f6b786b9ef74f95a0d81ccd652ea8be141385b59bd0fef","resource":{"id":"seattle-times-sfd-corti-ai-911-equity-memo-ignored-20261104","title":"Seattle Times: 2019 city privacy memo flagged equity risks of Fire Department AI on 911 medical calls, but live AI prompts launched in 2023 without public review","organization":"Seattle Fire Department; City of Seattle Information Technology Department; Corti (vendor)","sector":"911 medical call triage and EMS dispatch","geography":"Seattle, Washington","publishedAt":"2026-11-04","publicationDate":"2026-11-04","eventDate":null,"sourceName":"The Seattle Times","sourceLabel":"Concerns about Seattle using AI on 911 calls went ignored","sourceUrl":"https://www.seattletimes.com/seattle-news/times-watchdog/internal-report-raised-concerns-about-ai-use-on-seattle-911-calls-went-ignored/","evidenceClass":"independent-reporting","outcomeClass":"cautionary","topics":["governance-procurement","data-security","accessibility-workforce"],"finding":"Public records obtained by The Seattle Times show Seattle's then chief privacy officer wrote a 2019 privacy risk analysis warning that Corti AI on the Fire Department's 911 call-taking platform could raise equity concerns tied to language, accents and disabilities, and recommended a race and social justice assessment and public disclosure. The project was framed as a quality-assurance pilot on completed calls and skipped Seattle's normal purchasing and full technology review. Since 2023 AI has listened to all 911 medical calls and prompts dispatchers on routing some callers to a nurse line. The department says human dispatchers stay in control; it has asked IT for retroactive privacy reviews, and UW Medicine is evaluating the AI and nurse line. Experts and ACLU of Washington urge suspending live prompts pending a public audit; the mayor's office promised an update on city AI use in early 2027.","sledRelevance":"A concrete US PSAP governance failure: a vendor AI moved from pilot QA to live 911 triage prompts without the review a city policy officer recommended. Relevant to any fire-based dispatch or 911 authority adopting AI call analysis, and to state 911 offices setting AI policy. Interpretation: pilot-to-production drift is the control gap, not the model alone.","evidence":"Investigative newspaper report based on public records and interviews; the 2019 memo is quoted. The department has shared no equity or accent performance data; the cited Danish stroke-detection study does not cover nurse-line triage. No outcome data on AI-routed callers reported.","architectureImplications":"AI speech analysis runs on live 911 audio inside the vendor call-taking platform and surfaces prompts to dispatchers; performance depends on speech recognition across accents and impairments.","governanceImplications":"Pilots that touch live calls need re-review when scope changes; public disclosure, equity assessment and audit trails of AI prompts versus dispatcher decisions are the requested controls.","securityPrivacyImplications":"Live 911 audio shared with a foreign vendor raised data ownership, sharing and breach concerns, partly addressed in a 2019 data agreement; retroactive privacy reviews are now underway.","caveats":"Single newspaper investigation; department disputes framing; no measured disparity data either way; UW Medicine evaluation scope and timing not disclosed.","streamIds":["emergency-services"],"roles":{"sales":"For sales, the framing point is governance assurance, not more AI. Seattle's Fire Department moved Corti AI from a completed-call QA pilot to live 911 medical prompts in 2023 without the equity review its privacy officer recommended in 2019, and now faces calls for a public audit. Conversations with 911 authorities and fire-based dispatch can center on independent equity and accuracy evaluation of AI already in use. The source cannot support claims that the system harmed specific callers.","engineering":"For pre-sales engineering, the system is vendor speech AI on live 911 audio producing triage prompts in the call-taking platform. Engineers should check whether prompts and dispatcher decisions are logged together, whether subgroup accuracy across accents and disabilities can be measured, and where audio is processed and stored. Constraints: no published performance data, vendor-controlled models, and an ongoing UW Medicine evaluation of undisclosed scope.","delivery":"For delivery, the work would be a retroactive AI assessment: inventory AI functions, compare prompts with dispatcher outcomes, test speech performance across caller groups and publish results. The fire chief, medical director and city privacy office would own it. Proposed acceptance criteria include a published evaluation and a re-approval gate for scope changes. Risks include missing logs, limited demographic data and vendor cooperation."},"roleDetails":{"sales":{"customerProblem":"Agencies running AI on live 911 calls lack documented evidence it performs equitably and was properly reviewed.","stakeholders":["Fire chief","EMS medical director","City chief privacy officer","911 director","City council public safety committee"],"discoveryQuestions":["Which AI functions run on live calls today?","Were pilots re-reviewed before going live?","Are AI prompts logged alongside dispatcher decisions?","Has performance been tested across accents and disabilities?"],"valueHypothesis":"Interpretation: an independent assessment could restore public trust and reduce legal and equity risk of existing AI use.","potentialEngagement":"A retroactive AI governance and equity assessment of 911 call-analysis tools.","unsupportedClaims":["That the AI caused patient harm","Measured bias in Corti models","Improved triage accuracy in Seattle"]},"engineering":{"fit":"Fits PSAPs and fire-based dispatch centers using vendor AI on live call audio.","architectureIntegration":"Vendor speech AI embedded in call-taking platform analyzing live audio and prompting dispatchers; downstream nurse-line routing.","prerequisites":["Prompt and decision logs","Access to vendor performance data","Data agreement covering audio"],"constraints":["Vendor-controlled models","No subgroup performance data","Sensitive caller audio"],"security":"Confirm audio storage location, retention and vendor access; log every AI prompt and override.","proofOfValue":["Compare AI prompts with dispatcher outcomes","Test speech accuracy across accent and disability samples","Audit nurse-line routed outcomes"]},"delivery":{"work":"Inventory AI use, run retroactive privacy and equity reviews, publish findings and set a re-approval gate.","dependencies":["Vendor cooperation","City IT privacy office","Medical director"],"ownership":"Fire chief with EMS medical director and city privacy office.","skillsAdoption":"Dispatchers trained on when to disregard AI prompts and how to flag errors.","governanceCheckpoints":["Privacy impact review","Race and social justice assessment","Public disclosure and council briefing"],"acceptanceCriteria":["Proposed: published AI use inventory","Proposed: subgroup performance results disclosed","Proposed: re-approval required before scope changes"],"risks":["Missing historic logs","Vendor non-cooperation","Public trust erosion","Automation bias among dispatchers"]}},"retrievedAt":"2026-11-05T04:06:25.000Z","enrichedAt":"2026-11-05T04:08:40.000Z","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Callers with disabilities, accents, stress or limited English may be understood less well; dispatchers may over-defer to AI prompts.","procurementImplications":"The deployment bypassed normal purchasing as a pilot. Interpretation: contracts should require subgroup performance data and re-approval before moving to live use.","operatingModelImplications":"AI prompts feed diversion of lower-acuity callers to a nurse line exempt from response-time standards, making triage errors consequential.","sourceVerification":{"responseId":"curl-sea-2026-11-04","openedUrl":"https://www.seattletimes.com/seattle-news/times-watchdog/internal-report-raised-concerns-about-ai-use-on-seattle-911-calls-went-ignored/","referenceExcerpt":"AI models would “present potential civil liberties concerns about equity of service provision and response dispatch,” Armbruster wrote.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}