headline verdana bold - operations centertypically don’t run on test or production environments...
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Industrial revolutions have reshaped the world four times over the past four centuries. What has happened so far?
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1950s
Third Industrial RevolutionDigital Revolution
1760s
First Industrial RevolutionMechanisation & industrialization
1870s
Second Industrial RevolutionTechnological Revolution
2020s
Fourth Industrial RevolutionIndustry 4.0
The Automation continuum ranges from strategies that improve parts of processes to sophisticated technologies with cognitive elements
Evolution of Automation
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Source: Gartner Hype Sycle for Emerging Technologies Note: Trends across time are not to scale
Robotic Process Automation
Software used to capture and interpret existing applications for the purpose of automating transaction processing, data manipulation, and communication across multiple IT systems
- Deloitte, “The Robots are Coming”
▪ Screen scraping data collection
▪ Rules based business process management
▪ Tactical toolset to automate repetitive tasks
▪ Cheaper and faster step towards process efficiency
Intelligent Automation
Automate non routine tasks involving intuition, judgment, creativity, persuasion, or problem solving
- Deloitte, “Automate This”
▪ Data input and output in any format
▪ Pattern recognition within unstructured data
▪ Replication of judgment based tasks
▪ Basic learning capabilities for continuous improvement to quality and speed
Artificial Intelligence
“The theory and development of computer systems able to perform tasks that normally require human intelligence.”
- Deloitte, DU Press “Cognitive Technologies”
▪ Natural language recognition and processing
▪ Dealing with unstructured super data sets
▪ Hypothesis based predictive analysis
▪ Self-learning rules continuously rewritten to improve performance
There are 7 Robotic Skills that can drive the automation of what traditionally has relied upon human skills and manual effort.
Automation Skillset
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Will your job still exist in 2030? Recent studies predict the need for job mobility…Job mobility
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Speed
Adaptability
Predictability
Scalability
People
Organization
It is about:
Robotic Automation Market will reach US $4.98B by 2020 globally and is forecasted to grow at 60.5% CAGR
Robotic and Cognitive Automation (R&CA) Market
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RPA software provides advanced macro-like capabilities that can be deployed at an enterprise or business unit level.
Robotic Process Automation – Overview
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Opening email and attachments
Logging into web/ enterprise applications
Moving files and folders
Copying and pasting
Filling in forms
Reading and writing to databases
Scraping data from the web
Making calculations
Connecting to system APIs
Extracting structured data from documents
Collecting social media statistics
Following “if/then” decisions/rules
RPA is… RPA is not…
Computer-coded software
Programs that replace humans performing repetitive rules-based tasks
Cross-functional and cross-application macros
Walking, talking auto-bots
Physically existing machines processing paper
Artificial intelligence or voice recognition and reply software
What it can do
RPA can easily be deployed and managed from a central controller to interact with a wide range of business applications
Robotic Process Automation – How It Works
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Business Architects specify the detailed instructions for robots to perform and “publish” them to the robot controller repository
The Control Room is used to assign jobs to robots and to monitor their activities
Each Robot is located on an organization environment – which may be virtualized or physical (i.e., desktop computer) – where it interacts directly with business applications
Business Users review and resolve any exceptions or escalations
Robots are capable of interacting with a wide range of Applications
1
3
Business Architect 2 Control Room
Robot
4 Business Users
5 Applications
ILLUSTRATIVE
1
2
3
4
5
• Opening emails and attachments
• Moving files and folders
• Following “if/then” decisions and
rules
• Copying and pasting data
• Populating standard forms
• Logging into web/enterprise
applications
• Connecting to system APIs
• Extracting structured data from
documents
• Collecting social media statistics
• Reading and writing to databases
• Scraping data from the web
• Merging data from multiple places
• Extracting and reformatting data
into reports or dashboards
• Conducting data calculations
Routine Keystroke Operations Application InterfaceManual Data Collection &
Manipulation
Key Functions Replaced by Bots
The operating model determines how robots are implemented in an organization thereby setting the level of centralization for decision taking, responsibilities, etc
Robotic Process Automation – Organizational Design
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Business
Drivers
Challenges
• Low cost automations across selected operations functions
• Ideal model for establishing Robotic Automation Capability in a specific division or divisions with minimum dependency on other functions
• Not scalable across the enterprise
• Standards can become fragmented and difficult to impose
• Can lead to duplication of hardware infrastructure and RPA deliverables
• Low cost, scalable automations across multiple operations functions using central and standard platform
• Appropriate where the operations team will retain ownership and responsibility for a shared robotic process automation capability
• Implementing centralized change and automation delivery management disciplines across multiple operations functions can be problematic of the model does not already exist
• Low cost, scalable automations across the enterprise using a central and standard platform
• Perfect model where a Competence Center is already established in the organization
• Implementing a Competence Center culture in the organization is a material investment if the structure does not already exist
• Capability can become a resource bottleneck
RPA adoption can take place in three stages: Prototypes and /or Pilots, and full scale RPA implementation
Robotic Process Automation – Adoption Approach
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Simulates a few aspects of the process being automated on a safe environment
Prototype Pilot Implementation
Small-scale, short-term automation platform to test and prove changes
1 2
Processes being performed bythe current organization (humans) are now performed by ‘bots’
3
✓ Used to Socialize and Educate Your Organization Around RPA Benefits✓ Provides Value to Your
Organization
▪ Typically don’t run on test or production environments
▪ May lead to implementations but are not a prerequisite
▪ Run in the test and later on the production environments
▪ Also called a feasibility study or proof of concept
▪ Processes may be redesigned prior to being automated
▪ Requires buy-in from impacted stakeholders
Ideal tool to market the benefits of automation within the organization
Usually the initial stage in a project used to test the technology on a specific process
Process redesigns require input from subject matter experts and an assessment of impacts on other areas and processes
As an alternative to process transformations, automation drives value with lower cost and higher speed of execution
Robotic Process Automation – How they add value
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Efficiency & Quality
Characteristic outcomes of process automation
Transformative Change
Re-engineer core processes while automating the function
Flexibility
Rapidly scale up or down depending on the nature of the business issue
Decouple Profits & Labor
Revenue and profit generated becomes less dependent on the ability to scale labor; automation enhances the abilities of current resources
New Competencies
Process owners elevated to process transformation leaders and robot designers as production becomes more automated
15 – 90% cost reduction opportunity depending upon the characteristics of the functions selected for automation
Cost Reduction
High degree of accuracy and high-throughput
Insource & Control
Option to retain cost savings through insourcing and greater control over processes
Scalability & Expertise
Freed up capacity to develop competencies and build expertise
Governance & Compliance
Secure, audited and managed robotic platforms and improved quality/ consistency of data
Short payback period with low integration costs and high potential ROI
Competitive Advantages
Demo of process using illustrative vendor invoice creationSpotlight on: Video Demo
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URL: https://www.youtube.com/watch?v=EdHRjKUhtRs
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