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These milestones illustrate the broader technological and policy currents that shaped Natali’s conception. By 2023, municipal leaders recognised that isolated “self‑service portals” were insufficient; citizens increasingly expected a conversational, context‑aware experience akin to commercial virtual assistants. publicagent e168 natali