Intelligent Automation and Innovation at Sempra...of value and investment decisions 5 Continuous...

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1 Intelligent Automation and Innovation at Sempra

Transcript of Intelligent Automation and Innovation at Sempra...of value and investment decisions 5 Continuous...

Page 1: Intelligent Automation and Innovation at Sempra...of value and investment decisions 5 Continuous Engagement and Discovery Feasibility & Complexity Assessment Benefits Case Input Prioritization

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Intelligent Automation and

Innovation at Sempra

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Meet the Speakers

Gabe Mika

Digital Strategy and Innovation Leader

Sempra

Cheryl Linder

Principal Director

Energy Retail and Customer Services

Accenture

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Defining Digital

Mobility

• iOS Platform Enablement for Field

and Office Workers

• Field Capture

Analytics & AI

• Situational Awareness Dashboards

• Machine Learning for Analytics

• Speech Analytics

Emerging Technologies

• Augmented and Virtual Reality for

Training and Asset Management

• Blockchain

Digital

Capabilities

Intelligent Automation & AI

• Robotic Process Automation (RPA)

• Business Process Mgmt (BPM)

• Natural Language Processing & AI

Enterprise Collaboration

• Skype and Office 365 Productivity Suite

• Audio/Video Conferencing

Enterprise

Enablers

Enterprise Cloud

• Platform as a Service (PaaS)

• Software as a Service (SaaS)

Intelligent Image Processing

• Field Capture Analysis

• Object Detection

• Change Detection

Internet of Things (IoT)

• RFID for Asset Tracking and Logistics

• Wearables for Field Safety and

Emergency Operations

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Focused Delivery in the Digital Factory

EMERGING TECH & INNOVATION

• Mobility

• Augmented Reality

• Virtual Reality

INTELLIGENT AUTOMATION & AI

• Robotic Process Automation (RPA)

• Business Process Mgmt (BPM)

• Natural Language Processing (NLP)

ANALYTICS & AI

• Situational Awareness Dashboards

• Machine Learning for Analytics

• Speech Analytics

Automated business

processes for efficiencies

and effectiveness

Increased insights and

awareness for operational

performance and safety

Rapid prototyping for proof

of value and investment

decisions

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Continuous Engagement and Discovery

Feasibility & Complexity Assessment

Benefits Case

Input

Prioritization

Prioritized Backlog

Digital Factory Implementation

Feasibility Assessment

Benefits Case

Prioritize

Digital Opportunities

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Digital Factory Model

Intelligent Automation & AI Analytics Emerging Tech & Innovation

QA & DeployUAT and Load

Test

Build Build Build

Iterate Iterate Iterate

SPRINT

CYCLESPRINT

CYCLESPRINT

CYCLE

Analyze & Design

BPM Opportunity

RPA Opportunity

Dashboard Opportunity

AR / VROpportunity

Digital Operations Center

Design &

Build

Operate &

Maintain

Prioritized

Backlog

Virtual AgentOpportunity

Stabilization

Speech Analytics

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Reimagining Work at Sempra

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Intelligent Automation Continuum

BUSINESS PROCESS

MANAGEMENT

ROBOTIC PROCESS

AUTOMATION

ARTIFICIAL

INTELLIGENCE

INTELLIGENT

ENTERPRISE

NATURAL LANGUAGE

PROCESSING (NLP)

MACHINE

LEARNING (ML)N

L

P

Self-Learning

Autonomous

Unbounded

Programmed

Strictly Controlled

Contained

Bu

siness Im

pact

Tactical

Fixed Automation

(Rules Based)Evolutionary Processes

(Judgment Based)

Strategic

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What is Business Process Management?

Enhanced

Control & Consistency

Augmented

Process Agility

Improved

Customer Interactions

Increased

Speed

Human Interaction

Potential for Change

Lengthy Process with Interruptions

Complex Process

System IntegrationManage Approvals & Submissions

Monitor Workflows

Standardize Inputs & Outputs

Process Characteristics BenefitsCapabilities

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BPM Highlights

VALUE IN TICKET ANALYTICS

MANAGE TICKETS

Workflow allows for

traceability of ticketsINTEGRATE BPM SOFTWARE WITH

CIS

Log complaints, comments and

compliments through forms using a

user-friendly UI

Centralized workflow enables

end-to-end traceability and

reporting. Analytics across

centralized system creates

business value

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Robotic Process Automation Overview

HIGH BENEFITS

LOW COMPLEXITY

EASY TO IMPLEMENT

MANUAL & FREQUENT

STRUCTURED & RULES BASED

MATURE & STABLE

Quality & Accuracy

Labor Capacity Creation

Auditability

EmployeeSatisfaction

Process Transparency

Characteristics Prioritization Factors Benefits

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Robotic Process Automation Highlights

ROBOTIC

PROCESS

AUTOMATION

OPTICAL

CHARACTER

RECOGNITION

(OCR)

REPORTING

INTERACTIVE

VOICE RESPONSE

(IVR)

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Attended Automation Capabilities

PROVIDE contextual

notifications, guidance, and

scripting based on user

actions

Support Compliance & Process Adherence

Enhance Employee

Satisfaction

Enhance Customer

Experience

Improve Accuracy

Streamline TrainingOUTCOMES

AUTOMATE repetitive

actions, perform validations,

and enhance customer

experienceCOLLECT customer

information across multiple

applications and windows

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Attended Automation Demo

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“ITS NOT WHAT YOU DO,

ITS WHY YOU DO IT.”

- Simon Sinek

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The Innovation Engagement Model is to

LEARN through proof of concepts,

PROVE value through benefits case &

analysis, and evaluate feasibility to deploy and SCALE at an enterprise

level.

Leading with Innovation

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Virtual Agent - Meet Callie

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Virtual Agents & Speech Analytics

Virtual Agents Speech Analytics

Intent Analysis Sentiment

AnalysisSpeech Virtual

Agent

Text Virtual

Agent

• MyAccount.com & .com

• SMS Text

• Mobile App

• Alexa

• Google Home

• Voice IVR

• Intelligent Call Routing

• Predictive Analysis &

Propensity Models

• Call Center Voice

Recording Analysis

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Virtual Agent

IVR

Live Chat

Call Center

Low complexity, highly

repeatable, objective

interactions

Objective pointed

interactions & also for

deflection

Handle failure points in

self serve channels &

subjective interactions

Complex, emotional and

subjective interactions

that are not designed for

self-service

Co

st

-to

-S

erve

Current* Future*

Efficiencies via Self Service and NLP

*Illustrative

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BUSINESS PROCESS

MANAGEMENT

ROBOTIC PROCESS

AUTOMATION

ARTIFICIAL

INTELLIGENCE

INTELLIGENT

ENTERPRISE

NATURAL LANGUAGE

PROCESSING (NLP)

MACHINE

LEARNING (ML)N

L

P

Opportunity

Understand probability of customer to

adopt level payment plan

Opportunity

Predict customers most likely to enroll

in Direct Payment

Where Are We Going Next?

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Thank you!

Gabe Mika

Digital Strategy and Innovation Leader

Sempra

Cheryl Linder

Principal Director

Energy Retail and Customer Services

Accenture