beyond rpa: impact of ai for end- user application ... · current state journey intelligent...
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Beyond RPA: Impact of AI for End-User Application & Device Support
Sam Gross, Founder & CEO, ChoiceWORX
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2SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT Confidential
Definitions:RPA Automation vs. Intelligent AutomationRPA Automation - Smart software programmed to do high-volume, repeatable tasks
2
…gives any work process that is definable, repeatable and rules-based the ability to map out a business process and assign a software robot to manage the execution of that process
Designed to be a proxy for a human worker
…ability to analyze vast amounts of dynamic and unstructured input and execute processes that are highly dynamic and non-rules based.
Learning systems that are adaptive and can make adjustments optimized for a new situation
Intelligent Automation - Systems that Think, Systems that Learn, Systems that Adapt
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3CONFIDENTIAL
Cost?Time?
Expertise?Risk?
Software Platform
Fit forPurpose
General Purpose
Definitions:Fit for Purpose Platforms vs. General Purpose Software
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4SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT CONFIDENTIAL
Digital Disruption:Requires Legacy IT Paradigms to Change Dramatically
THE GAP
FUNCTION-BASED TOOLS/CONSOLES OPEN, API ENABLED, DIGITAL PLATFORM
SITUATIONAL, SELECTABLE, & ALGORITHMIC FLOWS
Policy
Preference
Cost
Expedience
First
COIN-SORTER FIFO STACK
BOTS, OMNI-Channel, DIGITAL L1ARBITRAGE, SPECIALIZED, REPETITIVEService Desk DesksideNOC/Ops
TRADITIONAL OPERATIONS PARADIGM
IT as Integrator/Sourcing Specialist
DIGITAL OPERATIONS PARADIGMIT as Digital Enabler
LABOR DYNAMICS
PROCESS DYNAMICS
TOOLS DYNAMICS
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5SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT Confidential
Digital Disruption: Legacy Analog Support ProcessesWill NOT support your Digital Transformation
Current State Journey
Intelligent Automation Journey
How it starts Digital data from device is transformed into analog message by the End-user and relayed to the call center
Analog message from End-user is transformed into digital data by the call center agent and entered into a case management system
HUMAN SpeedEffort: 15 Min – 4 Hrs.
Digital fault data from device is delivered directly to the AI Automation
A BOT and AI in the cloud pinpoint the causal fault, orchestrate remediation and validate an operational state . Symptomatic faults are ignored because the context of the application is fully evaluated
MACHINE SpeedEffort: 30 Sec to 5 Min
End-user application or device fails and generates digital data on End-user device
15 Min
Expedience
30 Sec
Expedience
4 Hrs
5 Min
Effectiveness
Effectiveness
SME diagnoses the issue by asking question of the End-user or initiating a manual remote control session on the device
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6SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT CONFIDENTIAL
Digital Disruption: Impacts your IT InfrastructureAt the Same Time as Your Applications
DATA CENTER AUTOMATION
ORIGIN
▪ JCL
▪ Scheduling
▪ Scripting
▪ Runbook Automation
▪ OEM Consoles
DESTINATION
ARTIFICIAL
INTELLIGENCE (AI)
ENABLED & DRIVEN BY:
NEXUS OFFORCES
EXPERIENCEECONOMY
DIGITAL TRANSFORMATION
FOUR INTERDEPENDENT PATHS OF EVOLUTION
BUSINESS PROCESS AUTOMATION
Trigger-based, Stored Procedures
INFRASTRUCTUREIMPACTS ANDEVOLUTION
TECHNOLOGYAUTOMATIONPROGRESSION
DATA REPRESENTATIONCONTINUUM
Rules-based, Structured Workflows
Robotic Processes, Natural Language
OrchestrationRobotic Process
AutomationNarrow AI
Self-learning
Structured & Managed Master
Data ManagementBig Data,
UnstructuredGraph Data,Self-defining
Flow-based, Policy enabled
Cognitive Computing
Adapted from HfS, Gartner, IRPA
Ad HocITIL
COBIT Lean ITBi-ModalDevOps
Modern Service Management
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7SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT Confidential
Digital Disruption: Industrialize RPA with an AI platform When your RPA BOT Fails…… HOW WILL IT GET FIXED?
End-point Device
Operating Environment
Database Server
Application Server
Network
Browser / Client Software
Web Server
Browser / Client Software
Database Server
Application Server
Web Server
Appl
icatio
n 1 Application 2RPA BOT
What Failed?
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8SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT CONFIDENTIAL
Digital Disruption: Industrialize RPA with an AI platform
� MACHINE LEARNING─ identifies patterns within data sets and tries to make predictions based on existing data─ Needs a large volume of data to learn and be able to find valuable information in patterns ─ Plausibility and correctness of results is important, it is usually possible to find something in large sets of data. ─ Not useful in situations where there’s no data, other than some initial conditions, and constraints
� COGNITIVE COMPUTING─ Handles conceptual/symbolic data rather than just pure data or sensor streams─ Computing that comprehends at an advanced level─ Facilitates human intelligence─ Humans are firmly in charge of decision making
� MACHINE REASONING─ Generate conclusions from available knowledge by using logical techniques such as deduction and induction. ─ Reasoning systems interact with Semantic Graphs providing expressive power and predictive abilities─ Algebraically manipulates previously acquired knowledge in order to answer a new question─ Uses algorithms to replicate human actions and self-determines the Next Best Action
Platforms for Machine learning, Cognitive computing, Machine reasoning, Sematic analysis, Deep learning & Natural language processing are important to understand
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9SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT Confidential
OBJECTIVE Reduce the time to get what is wanted or required.
MEASUREMENTTotal time to complete the ask with active & wait values
EXPEDIENCE EFFICIENCY
OBJECTIVEReduce the total cost of operations or ownership.
MEASUREMENT Total cost/flow to complete by skill mix & choice.
OBJECTIVEIncrease successful outcomes & process consistency.
MEASUREMENTTrack satisfaction, successful outcomes & process consistency.
EFFECTIVENESS
OBJECTIVEReduce the number of touches, redirects & resupplies of information.
MEASUREMENTCount total touches, redirects & restarts per issue.
EMPOWERMENT
OBJECTIVE Anticipate & supply guidance for next steps & actions to success.
MEASUREMENTClick-through percent on recommendations & automation success.
ENRICHMENT
Digital Disruption: Boost Customer and Employee SatisfactionReimagine Metrics When Powered by an AI Platform
Traditional IT Service Level Measurements Have Become Obsolete
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10SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT Confidential
Digital Disruption: ApptinuumReimagine End-user Application Support & Device Support
Solve Recurring IT problems Before You're Even Aware of ThemProactive & Instantaneous Remediation and ChatBOT Powered End-user Support Improve Application
Availability
Boost End-user Experience AND Reduce Cost
Complicated Scripting and Agents Are No Longer Necessary
Full Service Automation as a ServiceBenefit from AI without Hiring or Re-skilling
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11SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT CONFIDENTIAL
Digital Disruption: Apptinuum and Intel vPro AMT
Provision
Manage
RemediateSecure
Break/Fix
Firmware UpdateAgent Presence
DiscoveryRemote Command
System Defense
Platforms equipped with Intel vPro AMT
can be managed remotely,
regardless of whether they are
powered up or whether they have
a functioning OS
HardwareEvent Manager
Fast Call for HelpKVM
Extended functionality to Robotically Enable an End-point Device across the lifecycle is delivered to the chip by Intel vPro Active Management Technology
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12SIMPLIFYING THE INTELLIGENT AUTOMATION OF IT CONFIDENTIAL
Enjoy Significant Labor Cost Reduction…AND Boost End-user ExperienceThe first specialized SaaS Automation as a Service platform combining AI and Intel vPro Active Management Technology (AMT) for automated End-user Application and Device Support
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13CONFIDENTIAL
To Learn MoreVisit OUR Exhibit
www.ChoiceWORX.com
Thank you for joiningBeyond RPA: Impact of AI for End-User
Application & Device Support