{"resourceId":"novosibirsk-online-portal-ai-assistant-38-regulations-20261104","versions":[{"version":"external-040071347ef2648830802d66ed2414ddcfa62c07b401366d811d906d465a55d0","resource":{"id":"novosibirsk-online-portal-ai-assistant-38-regulations-20261104","title":"Novosibirsk puts a university-built AI assistant on its city services portal that answers only from 38 official regulations","organization":"Novosibirsk City Hall and Novosibirsk State University (reported by IT Russia)","sector":"Municipal digital front door","geography":"Novosibirsk, Russia","publishedAt":"2026-11-04","publicationDate":"2026-11-04","eventDate":"2026-11-04","sourceName":"IT Russia","sourceLabel":"IT Russia: Novosibirsk Online Portal Adds AI Assistant Developed by Novosibirsk State University","sourceUrl":"https://itrussia.media/en/article/novosibirsk-online-portal-adds-ai-assistant-devel-04-11-2026","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["developers-agents","operating-model","data-security"],"finding":"IT Russia reported on Nov. 4 that an AI assistant built by Novosibirsk State University on its SIGMA platform went live on the city's Novosibirsk Online portal, rebranded in late October. It helps residents find municipal services, including links to the federal Gosuslugi portal, and answers only from 38 official regulations, without internet access or outside information. The city says it is meant to reduce district administration workload. A related staff tool, SIGMA Regulations, is said by its developers to cut documentation search time by at least half. No usage or accuracy figures are reported.","sledRelevance":"A city-university build of a closed-corpus service assistant, a design choice U.S. cities weigh against vendor bots that index the whole website. Transferability is limited: different legal, procurement and data regimes.","evidence":"Trade news report quoting a city official; no measured outcomes; the staff-tool time saving is a developer claim.","architectureImplications":"Answers are restricted to a fixed corpus of 38 regulations with no web access, with links out to service portals; no transactions.","governanceImplications":"A closed corpus limits hallucination scope but needs a process to update the regulation set when rules change.","securityPrivacyImplications":"No data retention or logging terms reported.","caveats":"Non-US deployment; single secondary report; no accuracy, usage or cost data; the 'at least half' figure is a developer claim about a staff tool.","streamIds":["citizen-engagement"],"roles":{"sales":"Some cities are choosing narrow, closed-corpus assistants over bots that read the whole website. Novosibirsk's case is a reported launch with no outcome data and limited U.S. transferability. Discovery should ask which documents residents' top questions depend on, who keeps that set current, and whether a university or civic partner could build or evaluate it. A bounded engagement is a corpus-scoping and answer-test workshop. Do not claim workload reductions from this source.","engineering":"Engineering fit is retrieval restricted to a curated document set with no web access and links out to transaction portals. Teams should confirm how documents are versioned, how answers cite the source regulation, and what happens when a question falls outside the corpus. Proof of value should test out-of-scope refusals, citation accuracy on a defined question set, and update latency after a rule change.","delivery":"Delivery work is content curation. A named owner must maintain the document set and retire outdated rules, and the university partnership needs a support model beyond the pilot. The acceptance criteria below are proposals, not observed results. Before expanding scope, the city should publish usage and accuracy data and define how residents reach staff when the assistant cannot answer."},"roleDetails":{"sales":{"customerProblem":"Residents struggle to find which municipal service applies and how to obtain it.","stakeholders":["City communications and IT department","District administrations","University partner","Legal or regulations office"],"discoveryQuestions":["Which documents must the assistant rely on?","Who updates the corpus when rules change?","How do residents reach staff for out-of-scope questions?"],"valueHypothesis":"A closed-corpus assistant may give more reliable answers on a narrow set of services; untested here.","potentialEngagement":"A corpus-scoping and answer-test workshop for a small set of services.","unsupportedClaims":["Workload reduction","Accuracy rate","Transferability to U.S. procurement"]},"engineering":{"fit":"Fits cities that want a narrow assistant over a defined rule set.","architectureIntegration":"Retrieval over 38 regulations, no internet access, links to service portals.","prerequisites":["Curated document set","Citation display","Out-of-scope handling"],"constraints":["Non-US legal context","No published metrics","Corpus may go stale"],"security":"No retention or logging terms reported; confirm before any comparable deployment.","proofOfValue":["Out-of-scope refusal test","Citation accuracy on test set","Update latency after rule change"]},"delivery":{"work":"Maintain the regulation corpus and monitor answers.","dependencies":["University platform support","Regulation owners","Portal team"],"ownership":"City communications and informatization department.","skillsAdoption":"Staff need to review unanswered questions and flag rule changes.","governanceCheckpoints":["Corpus change review","Quarterly answer audit","Scope expansion decision"],"acceptanceCriteria":["Proposed: every answer cites a corpus document","Proposed: corpus updated within a week of a rule change"],"risks":["Stale regulations","Partner support ends after pilot","Residents misled on out-of-scope questions"]}},"retrievedAt":"2026-11-05T04:02:04Z","enrichedAt":"2026-11-05T04:03:55Z","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Aimed at reducing district administration workload; no language or accessibility details.","procurementImplications":"Built through a university cooperation agreement signed April 2026 rather than a commercial vendor.","operatingModelImplications":"The communications and informatization department owns the portal; the university supplies the platform.","sourceVerification":{"openedUrl":"https://itrussia.media/en/article/novosibirsk-online-portal-adds-ai-assistant-devel-04-11-2026","referenceExcerpt":"provides answers based exclusively on 38 official regulations","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}