{"resourceId":"douglas-county-co-scout-ai-website-assistant-pilot-20261008","versions":[{"version":"external-84e3355969d2f83928f3338e44d198931f7d7ac6cb7bf100464bab95c97d2ec1","resource":{"id":"douglas-county-co-scout-ai-website-assistant-pilot-20261008","title":"Douglas County, Colorado pilots 'Scout' AI website assistant on four department pages with explicit accuracy disclaimer and narrow scope","organization":"Douglas County, Colorado","sector":"County resident-facing AI assistant","geography":"Douglas County, Colorado, United States","publishedAt":"October 6, 2026 (updated October 8, 2026)","publicationDate":"2026-10-08","eventDate":"2026-10-06","sourceName":"DougCo Social","sourceLabel":"Local news report","sourceUrl":"https://dougcosocial.com/news/douglas-county-scout-ai-assistant","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["knowledge-work","governance-procurement","operating-model"],"finding":"DougCo Social reported Douglas County launched Scout, an AI chatbot answering questions on four department pages only (Public Works, GreenWorks, Wildfire Mitigation and Awareness, Parks and Recreation). Per the county, Scout searches county-approved pages and generates responses from them, may give incomplete or inaccurate answers, and cannot submit forms, schedule appointments, make official determinations or connect to a live employee. The county calls it a pilot and the first step of its Digital Front Door Project, to be evaluated before broader rollout.","sledRelevance":"A deliberately narrow, grounded pilot with stated limits is a contrasting design to full-site multichannel bots launched elsewhere this month.","evidence":"Local news summary quoting county website language; no usage, accuracy or cost data; vendor not named.","architectureImplications":"Retrieval over county-approved pages; scope limited to four departments; no transactional integration.","governanceImplications":"Explicit disclaimer and prohibited functions; evaluation planned before expansion.","securityPrivacyImplications":"No personal data handling described; no transactions reduce exposure.","caveats":"Secondary report of county pages; published Oct 6 and updated Oct 8, slightly before last run but not previously archived. Evaluation criteria not published.","streamIds":["local-government"],"roles":{"sales":"Sales framing: Douglas County chose a narrow, grounded pilot with honest limits rather than a full-site launch. That opens a bounded conversation about evaluation design: what accuracy and usefulness thresholds should gate the broader Digital Front Door rollout. Discovery should ask how the county will measure Scout and who decides on expansion. No usage or satisfaction data exist yet, so avoid claims about deflected calls or saved staff time.","engineering":"Engineering framing: Scout answers only from county-approved pages, which makes content freshness and page coverage the main quality levers. A fit design keeps retrieval scoped, logs unanswered questions to reveal content gaps, and adds a staff handoff later. Proof of value should test accuracy on the four departments' top questions and confirm out-of-scope questions are declined rather than answered from weak matches.","delivery":"Delivery framing: The pilot needs an evaluation plan before expansion: owners for each participating page, a cadence to review logs and fix content, and agreed expansion criteria. Acceptance should be measured accuracy and decline behaviour, not launch. Risks include stale page content producing wrong answers and residents with no path to a person."},"roleDetails":{"sales":{"customerProblem":"Residents struggle to find county information and forms across many departments.","stakeholders":["County communications","IT","Public Works and Parks content owners","Board of County Commissioners"],"discoveryQuestions":["What metrics will decide whether Scout expands?","Who maintains the source pages and how often?","How will residents reach staff when Scout cannot help?"],"valueHypothesis":"Grounded answers on a small page set may help residents find information; benefit unmeasured.","potentialEngagement":"Pilot evaluation design and content-quality review ahead of broader rollout.","unsupportedClaims":["Call deflection","Staff time savings","Accuracy rates"]},"engineering":{"fit":"Fits counties wanting a low-risk, scoped start to resident AI.","architectureIntegration":"Retrieval-augmented assistant over approved CMS pages; logging of unanswered questions.","prerequisites":["Current departmental pages","Evaluation criteria","Log access"],"constraints":["Four-department scope","Colorado open records law","No transactional integration"],"security":"Minimal PII; confirm chat log retention.","proofOfValue":["Accuracy test on top questions per department","Out-of-scope decline test","Content-gap analysis from logs"]},"delivery":{"work":"Run the pilot evaluation and content remediation loop.","dependencies":["Department content owners","Vendor reporting"],"ownership":"County communications with IT.","skillsAdoption":"Train content owners to review logs and update pages.","governanceCheckpoints":["Expansion decision gate","Retention policy confirmed"],"acceptanceCriteria":["Accuracy threshold defined and measured before expansion","Unanswered-question log reviewed monthly","Live-help path documented"],"risks":["Stale content","No human handoff","Scope creep before evaluation"]}},"retrievedAt":"2026-10-11T22:12:42-05:00","enrichedAt":"2026-10-11T22:20:00-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"No live-agent handoff may disadvantage residents needing help; accessibility not described.","procurementImplications":"Vendor and cost not disclosed.","operatingModelImplications":"Pilot framed within a countywide digital front door program.","sourceVerification":{"openedUrl":"https://dougcosocial.com/news/douglas-county-scout-ai-assistant","referenceExcerpt":"Because Scout uses artificial intelligence, it may occasionally provide an incomplete or inaccurate response. Please verify important details.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}