利用人工智能彻底改变人才招聘：Automation Anywhere 案例研究
技术
- 分析与建模 - 机器人过程自动化 (RPA)
- 平台即服务 (PaaS) - 应用开发平台
适用功能
- 采购
- 销售与市场营销
用例
- 租赁金融自动化
- 物料搬运自动化
关于客户
Automation Anywhere 是机器人流程自动化 (RPA) 领域的全球领导者，帮助客户利用软件机器人实现端到端业务流程自动化。这些数字化员工执行重复性的手动任务，从而显着提高生产力、优化客户体验并提高员工敬业度。该公司拥有 1,600 名员工，随时有数百个空缺职位，其中大量职位属于销售和工程人员。 Automation Anywhere 在全球设有 15 个办事处，专业人员遍布其办事处以外的许多国家。该公司连续两年位居Gartner“魔力象限”领先者，表明其在快速增长的RPA领域发挥着重要作用。
挑战
Automation Anywhere 是机器人流程自动化 (RPA) 领域的全球领导者，在人才招聘过程中面临着重大挑战。由于 RPA 行业的快速增长，该公司正在经历招聘热潮。然而，现有的招聘流程效率低下，无法满足需求。该公司需要雇用更多人员并加快速度。此外，他们希望增加员工的多样性并提高人才招聘团队的效率。一个重大挑战是无法有效利用其申请人跟踪系统 (ATS)，该系统包含约 200,000 条过去申请人的记录。该公司缺乏一种有效的方法来搜索这些过去的求职者，寻找新职位的潜在匹配者。此外，每次提交申请后记录都没有更新，导致信息过时。
解决方案
Automation Anywhere 采用了八重的人工智能人才智能平台来应对这些挑战。该平台使公司能够有效地搜索他们的 ATS 并重新发现与新职位匹配的过去的申请人。该平台还使用公开数据更新了过去申请人的资料，确保公司掌握有关潜在候选人的最新信息。该公司还利用该平台列出工作所需的技能，然后将这些技能与网络中的个人资料进行匹配，从而“校准”角色。这一过程帮助公司发现了数千名以前被忽视的潜在员工。该平台还允许该公司筛选潜在客户以提高多样性，并开展有针对性的“活动”以吸引合适的候选人。此外，该公司还使用Eightfold 提供的一项服务Eightfold Sourcing 来补充其针对更困难职位的招聘工作。
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Metal Fabrication
As each mast section needs a total of 222 reliable welds, manufacturing them is an extremely labor intensive process.Until recently, STROS had to use highly skilled welders to make these sections. Although it has been using robots for 25 years, these machines could not manage the complex arc welds in narrow spaces needed for these particular components. Consequently, in order to produce a satisfactory number of mast sections it had to employ three welders per shift at three separate workstations to make these pieces. Apart from the obvious outlay this required in terms of manpower and space, STROS found it increasingly difficult to recruit the highly qualified welders needed for this work. That's why in 2007 the company decided to hold a tender for the complete robotization of its manufacturing process for mast sections. Of the four firms who participated, only the ABB group could fulfill all its requirements.
Case Study
Digital Transformation in Insurance: A Case Study of Menora Mivtachim
Menora Mivtachim, one of Israel's largest pension fund and insurance carriers, was facing a significant challenge due to demographic trends in Israel. The growing rate of retirement planning and services was putting unprecedented pressure on the already strained insurance sector. The pension claims process was bottlenecked with complexities, bureaucracy, and errors. Menora Mivtachim's existing pension process was heavily manual and spreadsheet-based, requiring a team of 10 full-time employees to manage. The process involved gathering applicant information, conducting personal surveys, compiling bank information, and finalizing agreements. To leverage the growing opportunity in the retirement sector and position themselves as innovative insurtech leaders, Menora Mivtachim needed to digitalize their process, streamline the claims experience, and reduce quote times through automated processes.
Case Study
Automation in Mining: Unleashing Productivity and Efficiency with 5G
The mining industry, a significant contributor to global economic activity with revenues exceeding USD 500 billion, is facing a challenge of improving efficiency and profitability. The industry is gradually shifting its focus towards automation as the next area of opportunity. Boliden, one of the world's most successful mining companies, operates the Aitik mine, the largest open pit in Europe. The Aitik mine is expanding, and with the increase in production from 36 million metric tons of ore to 45 million metric tons, the amount of rock removed will also increase significantly. However, increasing the number of machines required for rock removal in a busy mine is not a straightforward task. Additionally, every blast creates toxic gases that need to dissipate before humans can enter the area and begin excavation. The challenge lies in improving efficiency, managing the increased production, and ensuring safety in the harsh mining environment.
Case Study
ANZ Bank's Digital Transformation with Nintex Advanced Workflow
ANZ Bank, one of the top 50 banks in the world and the fastest-growing bank in Indonesia, was facing a challenge with its rapidly increasing transaction volume. The bank's existing business processes and workflow were becoming overwhelmed. Like most banks in Indonesia, ANZ was manually handling document submission and verification. Customers filled out paper loan applications and supporting documents, then delivered them to bank branches by mail or courier. Branch officers traveled to the bank’s headquarters or used postal mail, email, and phone calls to submit loan documents for verification. Lost or inaccurate documents created more emails and phone calls. Additionally, ANZ had to adhere to strict verification and financial regulations, including the Foreign Accounts Compliance Act. This act requires that all banks outside the United States provide key information about U.S. clients, including citizenship validation, to the Internal Revenue Service–a complex yet crucial process.
Case Study
Conveyor Belt Monitoring
In a smart environment of management, control and industrial automation, one of the key elements to anticipate failures and increase productivity is to be able to monitor the status and use of conveyor belts of any kind of sector, whether it is for logistics or manufacturing.
