{"resourceId":"grande-prairie-accessgp-riley-after-hours-ai-voice-pilot-20261013","versions":[{"version":"external-f2a7afbdaab439678dbc2a63000957e1cae4ce22ce727405a4110237dbbf574c","resource":{"id":"grande-prairie-accessgp-riley-after-hours-ai-voice-pilot-20261013","title":"Grande Prairie, Alberta pilots \"Riley,\" an after-hours AI voice assistant on its AccessGP 311 line, leaving staffed hours unchanged","organization":"City of Grande Prairie, Alberta","sector":"Municipal 311 contact center","geography":"Grande Prairie, Alberta, Canada","publishedAt":"October 13, 2026","publicationDate":"2026-10-13","eventDate":"2026-10-13","sourceName":"City of Grande Prairie","sourceLabel":"City media release","sourceUrl":"https://cityofgp.com/culture-community/news-events/news/communications/city-testing-expanded-after-hours-accessgp","evidenceClass":"government-evaluation","outcomeClass":"emerging","topics":["operating-model","accessibility-workforce","governance-procurement"],"finding":"From Oct 13 to Dec 31, 2026, callers to AccessGP (3-1-1) on weekends, holidays and after 6 p.m. weekdays reach Riley, an AI voice assistant answering common questions on recreation, transit, roads and construction, snow clearing and facility hours. It fills hours with no staffed phone service; daytime staffing and hours are unchanged. Unanswerable inquiries are submitted to staff for next-business-day follow-up, and Riley will not handle 9-1-1 or emergencies. The city says it will evaluate accuracy, reliability, usefulness, resident experience and inquiry types before deciding future use.","sledRelevance":"Small-to-mid-size city example of scoping AI voice to uncovered hours rather than replacing staffed 311, with a fixed end date and stated evaluation criteria. Transferable to U.S. cities; Canadian privacy law differs.","evidence":"City media release opened in full (curl HTML save). It states scope, hours, exclusions and evaluation dimensions; no vendor, cost, accuracy target or baseline call volume is disclosed.","architectureImplications":"Voice assistant sits in front of the 311 number only after hours and writes unresolved inquiries into a staff follow-up queue; grounding is limited to current city information.","governanceImplications":"Time-boxed pilot with a public end date and named evaluation criteria; results are to inform future decisions. Emergency calls explicitly excluded.","securityPrivacyImplications":"Release does not describe call recording, transcript retention or vendor hosting; Alberta privacy obligations would apply.","caveats":"Launch announcement only; no results, vendor, cost or success thresholds published. \"Evaluate accuracy\" is undefined.","streamIds":["local-government"],"roles":{"sales":"Sales framing: Grande Prairie is buying coverage for hours nobody answers, not replacement of staffed 311. That is a lower-resistance entry point than Denver-style deflection. Discovery should establish after-hours call volume, abandoned calls and top topics. A credible offer is a bounded after-hours pilot with published evaluation criteria and an end date. Interpretation: the evidence supports access expansion; it does not yet show accuracy or resident satisfaction.","engineering":"Engineering framing: Fit is an after-hours voice front end routed by time-of-day, grounded on current city content, with a ticket hand-off into the staff queue. Key checks: retrieval limited to approved city pages, emergency keyword routing to 9-1-1 messaging, and transcript capture for scoring. Because the release defines no accuracy measure, proof of value should define one before launch. Interpretation: integration with the follow-up queue matters more than voice quality.","delivery":"Delivery framing: Configure the after-hours routing, load approved content for five service areas, and stand up a next-day follow-up workflow. Track inquiry types, answer accuracy on sampled calls, and follow-up completion through Dec 31, then report to council. AccessGP owns operations with IT support. Interpretation: success criteria should be set before launch so the end-of-year decision is not based on anecdotes."},"roleDetails":{"sales":{"customerProblem":"No phone support for residents on evenings, weekends and holidays.","stakeholders":["AccessGP 311 manager","Mayor and council","City IT","Residents calling after hours"],"discoveryQuestions":["How many after-hours calls go unanswered today?","Which topics dominate off-hours demand?","What accuracy threshold would justify continuing?","How are captured inquiries resolved the next day?"],"valueHypothesis":"After-hours AI may answer common questions and capture requests that would otherwise be lost; no measured results yet.","potentialEngagement":"Three-month after-hours AI voice pilot with defined accuracy and follow-up metrics and a council report.","unsupportedClaims":["Any accuracy or resolution rate","Cost savings","Resident satisfaction gains"]},"engineering":{"fit":"Municipal 311 lines with defined business hours and recurring FAQ topics.","architectureIntegration":"Time-based call routing to AI voice agent grounded on city content; unresolved inquiries written to staff queue.","prerequisites":["Current, approved FAQ content for target service areas","Telephony routing control","Staff follow-up queue"],"constraints":["Must not handle emergencies","Canadian/Alberta privacy requirements","Short pilot window"],"security":"Recording, retention and hosting not disclosed; confirm before launch.","proofOfValue":["Sampled call accuracy scoring against city sources","Rate of inquiries captured and resolved next day","Emergency-utterance routing tests"]},"delivery":{"work":"Configure routing and content, launch pilot, run follow-up workflow, evaluate and report.","dependencies":["Telephony vendor","Content owners in five service areas","AccessGP staff capacity for follow-up"],"ownership":"AccessGP (311) operations.","skillsAdoption":"Staff review captured inquiries and flag content gaps to improve answers.","governanceCheckpoints":["Pre-launch emergency routing test","Mid-pilot accuracy review","End-of-pilot council decision"],"acceptanceCriteria":["Proposed: defined accuracy threshold on sampled calls","Proposed: next-business-day follow-up on captured inquiries","Proposed: zero emergency calls handled by the assistant"],"risks":["Wrong answers on snow or road conditions","Resident frustration with voice bot","Follow-up backlog on Monday mornings"]}},"retrievedAt":"2026-10-14T22:17:05-05:00","enrichedAt":"2026-10-14T22:18:10-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Adds conversational access when none existed; keeps in-person and staffed phone channels intact, avoiding a workforce-replacement framing.","procurementImplications":"Vendor and cost undisclosed; the short pilot window suggests a trial arrangement before any longer commitment.","operatingModelImplications":"AI covers off-hours intake and FAQs; staff resolve captured inquiries next business day.","sourceVerification":{"openedUrl":"https://cityofgp.com/culture-community/news-events/news/communications/city-testing-expanded-after-hours-accessgp","referenceExcerpt":"When an inquiry cannot be answered using current City information, it can be submitted to AccessGP staff for follow-up during regular business hours.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}