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Microsoft Azure (Microsoft) > 实例探究 > Montgomery County Government Uses Azure AI and Zammo.ai for COVID-19 Vaccination Program

Montgomery County Government Uses Azure AI and Zammo.ai for COVID-19 Vaccination Program

Microsoft Azure (Microsoft) Logo
公司规模
Small (1 - 49 employees)
地区
  • America
国家
  • United States
产品
  • Azure AI Services
  • Azure Communication Services
  • Power BI
  • Zammo.ai
技术栈
  • Azure Bot Service
  • Azure Cognitive Services
  • Azure Data Lake Storage
  • Azure Bot Framework Composer
实施规模
  • Enterprise-wide Deployment
影响指标
  • Cost Savings
  • Customer Satisfaction
  • Digital Expertise
  • Productivity Improvements
技术
  • 平台即服务 (PaaS) - 连接平台
  • 分析与建模 - 预测分析
  • 应用基础设施与中间件 - API 集成与管理
适用行业
  • Professional Service
适用功能
  • 商业运营
  • 质量保证
用例
  • 预测性维护
  • 远程资产管理
  • 远程控制
  • 虚拟培训
服务
  • 云规划/设计/实施服务
  • 软件设计与工程服务
  • 系统集成
关于客户
Montgomery County Government, located in Maryland, is a public sector organization responsible for providing a wide range of services to its residents. The county is known for its commitment to delivering high-quality public services and ensuring the well-being of its citizens. During the COVID-19 pandemic, the county faced the challenge of managing the increased demand for services, particularly in the area of COVID-19 vaccination registration. To address this challenge, Montgomery County Government turned to Zammo.ai, a company specializing in conversational AI solutions, to help build and deploy virtual assistants that could support its contact centers. The county's Department of Technology and Enterprise Business Solutions (TEBS) played a crucial role in implementing the solution, working closely with Zammo.ai to ensure the successful deployment of AI-powered virtual assistants. Montgomery County is characterized by its diverse population, and the government is committed to providing equitable services to all residents, including those with varying language needs.
挑战
Montgomery County Government in Maryland faced a significant challenge during the COVID-19 pandemic as it sought to support the increased demand for services, particularly in managing the COVID-19 vaccination registration process. The county needed an immediate solution to relieve the pressure on its human contact center agents and deliver better engagement and service delivery for its MC311 Customer Service Center and Department of Health and Human Services (HHS). The goal was to offer residents a fast, easy, comprehensive, and equitable COVID-19 vaccination registration process. The challenge was compounded by the need to quickly augment its contact centers with AI capabilities to handle the surge in demand without requiring extensive developer expertise.
解决方案
To address the challenge of managing the increased demand for COVID-19 vaccination registration, Montgomery County Government partnered with Zammo.ai to deploy a no-code conversational AI development platform. This platform enabled the county to quickly build and deploy virtual assistants without the need for extensive developer expertise. Using Microsoft Azure Bot Service and other Azure AI tools, Zammo.ai enhanced its platform to include turnkey telephony and conversational AI scenarios, multi-turn conversation capabilities for text and speech, and advanced analytics. The platform also automated the complex process of retraining machine learning language models to update content faster and improve performance. The enhanced Zammo.ai platform allowed Montgomery County to quickly deploy multi-modal voice and text chatbots for its MC311 Customer Service Center and the HHS COVID-19 vaccine registration hotline at scale. The platform's advanced telephony conversational AI services made it accessible to a wider range of people without specialist developer skills and improved its multilanguage processing capabilities. Zammo.ai's platform leveraged Azure Cognitive Services for natural language understanding and a voice-first architecture, enabling the virtual assistants to connect with an FAQ database and predict the best answers to customer queries. Additionally, Zammo.ai's platform used cross-platform analytics to continuously improve service delivery and created an API for importing raw data into Azure Data Lake Storage and Microsoft Power BI for further insights.
运营影响
  • Montgomery County Government successfully deployed virtual assistants to handle 100% of inbound calls for its COVID-19 vaccination registration line, significantly easing the pressure on human contact center agents.
  • The Zammo.ai platform enabled the county to create multi-turn conversation experiences for citizens, ensuring that those eligible for a vaccine could get an appointment quickly and efficiently.
  • The platform's multilingual capabilities allowed Montgomery County to build a separate Spanish workflow for its vaccine helpline, ensuring equitable service delivery for its diverse population.
  • Zammo.ai's platform provided advanced analytics and natural language understanding, allowing the county to continuously improve its virtual assistants and better understand residents' needs.
  • The successful deployment of the Zammo.ai platform contributed to Montgomery County's contact center being recognized as a top three finalist in IDC's 2021 Smart Cities North America Awards.
数量效益
  • Montgomery County reduced abandoned calls to the Department of Health and Human Services from 18% to just 3%.
  • The county achieved a 90% reduction in hold times for its contact center.
  • The virtual assistant on the vaccine line achieved an 86% call success rate, more than 20 points higher than most contact-center standards.
  • The predicted cost savings for Montgomery County due to the deployment of the Zammo.ai platform is up to $1.5 million a year.

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