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로보틱 프로세스 자동화(RPA) 제품 및 시장

2019-2020 Robotic Process Automation Product and Market Report

리서치사 DMG Consulting LLC
발행일 2019년 10월 상품 코드 547706
페이지 정보 영문
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로보틱 프로세스 자동화(RPA) 제품 및 시장 2019-2020 Robotic Process Automation Product and Market Report
발행일 : 2019년 10월 페이지 정보 : 영문

로보틱 프로세스 자동화(RPA : Robotic Process Automation) 제품 및 시장을 조사했으며, 기술 정의와 개요, 빌딩 블록, 주요 동향과 과제, 혁신 동향, 기업의 이용과 이용이 가져오는 변환, 구현 프로세스와 베스트 프랙티스, 도입 유닛 추이와 예측, 경쟁 환경, 주요 벤더와 솔루션, 시장 진출 전략, 고객 만족도 조사 요약 등의 정보를 정리하여 전해드립니다.

제1장 주요 요약

제2장 서론

제3장 조사 방법

제4장 서비스 딜리버리 모델

제5장 로보틱 프로세스 자동화(RPA) 정의

  • RPA의 정의
  • 벤더의 정의
  • 빌딩 블록
  • 유인 vs, 무인 자동화
  • RPA vs. IVA

제6장 동향과 과제

제7장 혁신

  • 새로운 기능
  • 새로운 능력

제8장 기업의 디지털 전환

제9장 기업 프런트 오피스 & 백 오피스에서의 RPA 이용

제10장 RPA에 의한 인력 및 작업 환경 변화

제11장 RPA의 경쟁 환경

제12장 RPA 시장 활동

제13장 RPA 시장 예측

제14장 RPA 벤더 및 솔루션

  • 기업 개요
  • 시장 진출 전략
  • 벤더의 제공 서비스 및 제품
  • 패키지/산업별 솔루션

제15장 RPA 기술 : 요약

  • RPA의 테크니컬 컴포넌트
  • 통합
  • 정확도와 튜닝

제16장 RPA 기능 : 요약

  • 관리/설계 및 개발 환경
  • 보안
  • 대쉬보드, 리포팅, 애널리틱스

제17장 RPA 구현

  • 구현 프로세스
  • 구현의 베스트 프랙티스
  • 자원
  • 교육 및 전문 서비스
  • 유지관리 및 지원

제18장 RPA의 장점과 투자수익률(ROI)

제19장 RPA의 가격 구조

제20장 RPA의 고객 만족도 조사

  • 조사결과 요약과 분석 : 벤더 카테고리별
    • 벤더 만족도 : 하위 카테고리 및 고객별
  • 조사 결과 요약과 분석 : 제품 카테고리별
    • 제품 만족도 : 하위 카테고리 및 고객별
  • 조사 결과 요약과 분석 : 제품의 유효성
    • 제품의 유효성 : 하위 카테고리 및 고객별
  • 고객 배경과 인사이트
    • 주요 이용 사례
    • RPA를 이용하는 사업 부문
    • RPA 채널 지원
    • RPA를 이용하여 해결하는 주요 과제
    • RPA 솔루션의 강점
    • 제품 강화
    • 제품 추천
    • 기타 코멘트

제21장 기업 리포트

  • Automation Anywhere
  • Contextor
  • NICE
  • Pegasystems, Inc.
  • Redwood Software
  • UiPath
  • Verint Systems

부록 : 용어

부록 : 벤더 디렉토리

LSH 18.08.13

이 페이지에 게재되어 있는 내용은 최신판과 약간 차이가 있을 수 있으므로 영문목차를 함께 참조하여 주시기 바랍니다. 기타 자세한 사항은 문의 바랍니다.

This is the third edition of DMG Consulting's Robotic Process Automation Product and Market Report. It covers attended and unattended uses of robotic process automation (RPA) with a focus on contact center and service-related uses of this technology, as well as rapidly expanding back-office and enterprise applications. The Report provides in-depth analysis of this market, including comprehensive coverage of the competitive landscape, vendors and offerings. The detailed product comparisons and analyses presented in the Report are intended to assist companies in identifying and selecting the right RPA solutions to meet their current and future needs.

RPA solutions are extremely compelling. They deliver quantifiable benefits for contact centers, back offices and other enterprise departments, including increased productivity, cost savings, reduced risk, improved operational efficiency, stricter oversight of internal processes, and improved regulatory compliance. However, RPA is still a relatively new IT sector. The market for RPA solutions is experiencing “hockey-stick” growth, over 100% year-over-year. As the RPA market is not yet mature, early adopters are confronted with the lack of third-party expertise and best practices to help them implement and use this technology.

RPA is being used in a hybrid staffing mode, where the technology works “side by side” or as a virtual “assistant” to humans. RPA solutions can assist by looking up information in a knowledge base, auto-completing forms with data obtained from internal or external sources, and much more. It can also fully automate processes that do not require human cognitive capabilities, freeing workers to perform more interesting and rewarding tasks. These automated capabilities are changing the responsibilities of employees and the dynamics of contact centers and back office functions, for the better.

RPAs are proliferating throughout enterprises, but it is very difficult to find skilled resources outside of vendors to build and manage these solutions; organizations need to engage professional services firms or develop the talent internally. It is a best practice for companies to create training programs for their staff to learn how to develop and maintain RPA solutions, as they transition to a more automated workforce. This opens up new opportunities for workers currently employed throughout an organization, and they should be encouraged to interview for new positions at all levels of RPA management.

RPA automation is here to stay, and human employees feel threatened by the rapid emergence of the automated workforce. Employee engagement and morale are at risk. Companies must allow adequate time to get their staff on board with RPA. This will go a long way to speeding up the success and benefits of RPA initiatives. Companies are encouraged to build Centers of Excellence (CoEs) and training programs to improve and extend the usefulness of their organizations' human capital in this age of artificial intelligence.

The RPA vendors are experiencing growing pains in this rapidly expanding market. Overwhelmed with demand for these valuable solutions, they are struggling to keep up with customer demands and expectations. There is a major opportunity for the vendors to improve training and to make their solutions easier to use.

The ‘2019 - 2020 Robotic Process Automation Product and Market Report ’provides the most detailed and timely analysis of the overall RPA market, competitive landscape, technology, products, functional capabilities, and the servicing and market trends that are driving adoption and innovation. The Report features 4 vendors who offer solutions that address service, contact center, back-office and other enterprise uses: Jacada, NICE, UiPath and Verint. One additional vendor, OnviSource, is covered at a high level.

Key Reasons to Buy this Report:

  • Definition of RPA, including attended and unattended automation and a high-level overview of the underlying technical components
  • Examination of the top contact center and enterprise uses of RPA
  • Market trends and challenges that are driving interest, investments and innovation in this sector
  • RPA vendor innovation and near-term roadmap, including new product features and what is planned to be delivered in the next 12 - 18 months
  • Insightful discussion of the impact of RPA on the agent's role and contact center staffing
  • Examination of how attended automation is being leveraged to reduce agent and customer effort and improve service quality and the customer experience
  • Review of how unattended RPA works in the background to automate some or all steps of a process or workflow
  • RPA competitive landscape, including the technology sectors that are developing RPA solutions and an overview of the RPA vendors and product offerings covered in the Report
  • RPA vendor market activity and 5-year projections
  • Detailed functional and technical side-by-side comparative analysis of the functional and technical capabilities of the 4 featured RPA solutions
  • Implementation analysis, including vendor methodology, best practices, professional services, training, maintenance and support
  • RPA benefits and return on investment (ROI) analysis
  • Review of RPA vendor pricing structures
  • Results of DMG's comprehensive customer satisfaction survey, which ranks vendors based on customer satisfaction across 8 product components, 8 effectiveness categories and 10 vendor categories
  • Detailed company reports for the 5 RPA vendors covered in this Report, analyzing product functionality and near-term product roadmap deliverables
  • Comprehensive RPA Vendor Directory

Report Highlights

  • RPA is delivering on some of the most important servicing goals throughout enterprises: RPA is helping organizations improve productivity, reduce costs, mitigate risk, improve operational efficiency, oversee internal processes, and improve regulatory compliance. These automated tools can also help to reduce systems and IT developments costs and extend the life of applications throughout the enterprise.
  • The RPA sector is growing at a very rapid rate: The RPA market is experiencing “hockey-stick” growth, expanding by over 100% during the past year. DMG expects this remarkable rate of adoption to continue for the next few years, as many opportunities remain for organizations to benefit from this automation.
  • The rapid expansion of the RPA market is accompanied by growing pains: RPA vendors are facing extraordinary demand for their products and support services. One of the biggest opportunities is in the area of training. Customers are looking to their vendors for guidance, professional services and best practices to succeed with their RPA initiatives.
  • A hybrid workforce is the new staffing paradigm: Humans and automated “assistants” are working side by side to complete tasks and, in some cases, fully automate work that does not require the cognitive capabilities of human employees. Attended and unattended automation are improving the dynamics of the contact center, helping employees improve their productivity and freeing them to perform more rewarding work.
  • Enterprises need to address their staff's fears about being replaced by automation: Automation in the workplace is here to stay. Companies need to get their staff on board with RPA initiatives. One way to accomplish this is for companies to create new job functions for current employees to maintain and oversee the day-to-day functions of their robots. A Center of Excellence within an enterprise can help develop the training programs to address the new skills that employees need.

SAMPLE FIGURE

Robotic Process Automation (RPA)

TABLE OF CONTENTS

1. Executive Summary

2. DMG Consulting Research Methodology

  • 2.1. Report Participation Criteria

3. Introduction

4. Robotic Process Automation Defined

  • 4.1. RPA Building Blocks
  • 4.2. Attended and Unattended Automation
  • 4.3. RPA vs. IVA
  • 4.4. Technical Components of RPA solutions

5. RPA Uses

6. RPA Market Trends

7. RPA Market Challenges

8. RPA Market Innovation

  • 8.1. New Product Features
  • 8.2. Future Enhancements

9. Are AI and Automation the End of the Road for Agents?

10. Help Wanted: Attended Automation for Agents and Customers

11. Unattended Automation: A Silent Partner

12. RPA Competitive Landscape

  • 12.1. Company Snapshots
  • 12.2. RPA Product Information
  • 12.3. RPA Packaged/Verticalized Solutions

13. RPA Market Activity Analysis

14. RPA Market Projections

15. High-Level Technical Analysis

  • 15.1. Security and Compliance

16. RPA High-Level Functional Analysis

  • 16.1. Administration/Design and Development Environment
  • 16.2. Business Intelligence, Reporting and Dashboards

17. RPA Implementation Analysis

18. RPA Benefits and Return on Investment

19. RPA Pricing Structure

20. Vendor Satisfaction Analysis

  • 20.1. Summary of Survey Findings and Analysis: Vendor Categories
    • 20.1.1. Vendor Satisfaction by Sub-Category and Customer
  • 20.2. Summary of Survey Findings and Analysis: Product Capabilities
    • 20.2.1. Product Capabilities Satisfaction by Sub-Category and Customer
  • 20.3. Summary of Survey Findings and Analysis: Product Effectiveness Categories
    • 20.3.1. Product Effectiveness Satisfaction by Sub- Category and Customer
  • 20.4. Customer Background and Insights
    • 20.4.1. Customer Background
    • 20.4.2. Top RPA Uses
    • 20.4.3. RPA Top Benefits
    • 20.4.4. Biggest Impact in the Contact Center
    • 20.4.5. Top Challenges of RPA
    • 20.4.6. Additional Comments

21. Company Reports

  • 21.1. Jacada
  • 21.2. NICE
  • 21.3. OnviSource
  • 21.4. UiPath
  • 21.5. Verint Systems

Appendix: RVA Vendor Directory

TABLE OF FIGURES

  • Figure 1: RPA Building Blocks
  • Figure 2: Attended vs. Unattended Automation
  • Figure 3: Three Pillars of AI
  • Figure 4: Technical Components Summary
  • Figure 5: High-Return Automation Opportunities
  • Figure 6: RPA Uses
  • Figure 7: RPA Market Trends
  • Figure 8: RPA Market Challenges
  • Figure 9: New Product Features, by Vendor
  • Figure 10: Future Enhancements, by Category
  • Figure 11: Impact of AI on Enterprise Employees
  • Figure 12: RPA Impact to Employees
  • Figure 13: Auto-Retrieval
  • Figure 14: Real-Time Guidance
  • Figure 15: Attended RPA
  • Figure 16: Data Propagation
  • Figure 17: Post-Call Wrap-Up
  • Figure 18: Unattended RPA
  • Figure 19: Robotic Process Automation Vendor Competitive Landscape
  • Figure 20: Company Information
  • Figure 21: RPA Product Offering
  • Figure 22: Verticalized/Packaged Solutions
  • Figure 23: RPA Market Activity, as of June 30, 2019
  • Figure 24: RPA Customers by Vendor, 2019 vs. 2018
  • Figure 25: RPA Market Growth Rate Projections Based on Revenue, 2020 - 2024
  • Figure 26: High-Level Technical Summary
  • Figure 27: Security and Compliance
  • Figure 28: High-Level Functional Analysis
  • Figure 29: Administration and Design Environment
  • Figure 30: Business Intelligence, Reporting and Dashboards
  • Figure 31: Implementation Analysis
  • Figure 32: RPA Benefits and ROI
  • Figure 33: RPA Pricing Structure
  • Figure 34: Customer Survey Rating Categories
  • Figure 35: Average Vendor Satisfaction Ratings, by Category
  • Figure 36: Product Satisfaction Ratings
  • Figure 37: Implementation Satisfaction Ratings
  • Figure 38: Training Satisfaction Ratings
  • Figure 39: Professional Services Satisfaction Ratings
  • Figure 40: Ongoing Service and Support Satisfaction Ratings
  • Figure 41: Product Innovation Satisfaction Ratings
  • Figure 42: Responsiveness to Product Enhancement Requests Satisfaction Ratings
  • Figure 43: Pricing Satisfaction Ratings
  • Figure 44: Vendor Communication Satisfaction Ratings
  • Figure 45: Overall Vendor Satisfaction Ratings
  • Figure 46: Average Product Capabilities Satisfaction Ratings, by Category
  • Figure 47: Design Tools' Ease of Use and Configurability Satisfaction Ratings
  • Figure 48: Artificial intelligence (AI) and Machine Learning Satisfaction Ratings
  • Figure 49: Attended Automation Satisfaction Ratings
  • Figure 50: Unattended Automation Satisfaction Ratings
  • Figure 51: Exception Handling Capabilities Satisfaction Ratings
  • Figure 52: Alert Capabilities Satisfaction Ratings
  • Figure 53: Ease of Integration with Third-Party Applications Satisfaction Ratings
  • Figure 54: Dashboards, Reporting and Business Intelligence Satisfaction Ratings
  • Figure 55: Average Product Effectiveness Satisfaction Ratings, by Category
  • Figure 56: Ability to Increase Productivity and Efficiency Satisfaction Ratings
  • Figure 57: Ability to Improve Quality Satisfaction Ratings
  • Figure 58: Ability to Optimize and Streamline Processes Satisfaction Ratings
  • Figure 59: Ability to Reduce Staff Requirements Satisfaction Ratings
  • Figure 60: Ability to Reduce Operating Costs Satisfaction Ratings
  • Figure 61: Ability to Reduce Customer Effort Satisfaction Ratings
  • Figure 62: Ability to Reduce On-Boarding Time for Front- and Back-Office Staff Satisfaction Ratings
  • Figure 63: Ability to Manage Process Changes, Screen Field or UI Changes Satisfaction Ratings
  • Figure 64: In what business units/functions are RPAs deployed?
  • Figure 65: What are the top 3 ways you are using RPA?
  • Figure 66: What are the top 3 benefits you are realizing from your RPA solution?
  • Figure 67: What is the biggest impact this application has made in the contact center?
  • Figure 68: What are the top 3 challenges of your RPA solution?
  • Figure 69: Additional comments about your experience with the vendor and/or product.
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