下载PDF
Speeding customer response times by 99 percent with IBM Watson
技术
- 分析与建模 - 机器学习
- 分析与建模 - 自然语言处理 (NLP)
适用行业
- Software
用例
- 对话机器人
服务
- 数据科学服务
挑战
Autodesk 是 3D 计算机辅助设计、工程和娱乐软件领域的全球领导者,该公司正在向订阅业务模式转型,这需要实时客户服务和支持。该公司正在处理大量客户咨询,其中一半涉及激活码请求、地址变更、合同问题和技术问题。咨询的解决时间可能为 1.5 天或更长时间。随着订阅模式的实施,Autodesk 需要更快地响应客户咨询并扩大未来业务量。
关于客户
Autodesk Inc. 成立于 1982 年,总部位于美国加利福尼亚州圣拉斐尔,是 3D 计算机辅助设计 (CAD)、工程和娱乐软件领域的全球领导者。制造业、建筑业、建筑施工、媒体和娱乐行业的客户使用 Autodesk 产品来设计和创造我们周围的世界。该公司在全球 143 个地区开展业务,此外还在美国、加拿大、中国和新加坡设有研究和产品开发部门。Autodesk 拥有 8,500 多名员工。
解决方案
Autodesk 与 IBM 合作开发了一款基于 Watson Assistant 服务的虚拟代理。Watson Assistant 服务允许客户以自然语言输入问题,就像与人工代理一样。该解决方案能够理解客户问题的意图并快速返回高可信度答案。它还可以识别关键字和短语以了解对话的背景和目的。Watson Assistant 服务充当 Web 提交和聊天查询的前端,可以自行解决问题或收集足够的信息供人工代理回答。如果虚拟代理无法解决特定问题,则会根据收集到的信息创建一个案例并将其路由到适当的人工代理。
运营影响
数量效益
相关案例.
Case Study
Factor-y S.r.l. – Establishes a cost-effective, security-rich development environment with SoftLayer technology
Factor-y S.r.l., a web portal developer, was faced with the challenge of migrating its development infrastructure to a reliable cloud services provider with highly responsive technical support. The company needed a solution that would not only provide a secure and reliable environment but also support its expansion by providing resources to create and deliver innovative offerings.
Case Study
Darwin Ecosystem: Accelerating discovery and insight through cutting-edge big data and cognitive technologies
Darwin Ecosystem was founded with a unique vision of harnessing chaos theory mathematics to uncover previously hidden connections in unstructured data. The company’s algorithms can look at all the data generated by any source (such as news, RSS feeds and Twitter), and analyze how a specific set of concepts within that data are evolving over time. This is particularly valuable in situations such as business and competitive intelligence, social research, brand monitoring, legal discovery, risk mitigation and even law enforcement. A common problem in these areas is that a regular web search will only turn up the all-time most popular answers to a given question – but what the expert researcher is actually interested in is the moment-tomoment evolution of the data available on that topic. Darwin’s algorithm is computationally intensive, and the sources of data it correlates can be vast. To bring its benefits to a larger commercial audience, Darwin needed to find a way to make it scale.
Case Study
Zend accelerates, simplifies PHP development
Zend Technologies, a major contributor to the PHP open source community, needed to keep pace with emerging trends such as mobility, agile development, application lifecycle management and continuous delivery. The company needed to provide the right tools to the worldwide community of PHP developers. The challenge was to support enterprise-class capabilities from end to end, including mobile, compliance and security. The pace of business required developers to show results fast across a variety of devices without compromising quality or security.
Case Study
Delivering modern data protection with cloud scale backup from Cobalt Iron and IBM
Organizations are struggling to modernize their legacy data protection environments in the face of growing demands around new infrastructure, new applications, and budget consolidation. Virtualization and modern application development processes have significantly outgrown legacy backup architectures. In response, infrastructure teams have created multiple backup solution types to handle the varying SLAs (performance, scale, cost) required by their business sponsors. However, the sheer number and variety of solutions in this uncontrolled expansion creates huge amounts of work, threatening to overwhelm the IT team in many organizations. Today, developers may add new applications and virtual server instances by the hundreds per day without accounting for the restrictions of the existing backup infrastructure. They leverage the cloud for immediate compute and storage resources, yet rarely communicate succinctly with corporate IT to ensure that the appropriate data protection services are in place.
Case Study
Achieving near limitless scalability and flexibility with data in the cloud
Web-based publishing platform SpaceCraft found that as its client base grew, it was spending an increasing amount of time managing its databases, distracting its focus from product innovation. As its user base rapidly expanded, data volumes at SpaceCraft began to rise dramatically. Along with their main focus on maintaining and further developing a great platform for web publishing, the SpaceCraft team had the added pressure of managing the increasing quantities of data while ensuring ongoing high performance for clients.
Case Study
nViso SA – Delivers emotion recognition solutions worldwide with a scalable SoftLayer hosting solution
nViso SA, a company that provides emotion recognition solutions, was in need of a high-performance cloud hosting infrastructure. The company wanted to extend its services to a global customer base. The challenge was to find a solution that could handle the demands of their growing customer base and the need for high performance and reliability.